preprocess_pics.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4a8c6412",
   "metadata": {},
   "outputs": [],
   "source": [
    "import io\n",
    "import numpy as np\n",
    "import PIL\n",
    "from PIL import Image\n",
    "import requests\n",
    "import torch\n",
    "import openpifpaf\n",
    "from os import listdir\n",
    "from os.path import isfile, join\n",
    "from tensorflow import keras\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "12ad4e9e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1286 pictures found.\n"
     ]
    }
   ],
   "source": [
    "fpath = \"data/\"\n",
    "allfiles = [f for f in listdir(fpath) if isfile(join(fpath, f))]\n",
    "print(len(allfiles), \"pictures found.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8c25686e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Image with 0.8865676820278167 confidence saved\n",
      "Image with 0.6514355799426204 confidence saved\n",
      "Image with 0.8988518533499344 confidence saved\n",
      "Image with 0.9171180647352467 confidence saved\n",
      "Image with 0.9103780362917029 confidence saved\n",
      "Image with 0.8650361636410588 confidence saved\n",
      "Image with 0.8321013295132181 confidence saved\n",
      "Image with 0.7827035357122835 confidence saved\n",
      "Image with 0.8887803321299346 confidence saved\n",
      "Image with 0.8586710691452026 confidence saved\n",
      "Image with 0.9061246047849241 confidence saved\n",
      "Image with 0.8737391181614087 confidence saved\n",
      "Image with 0.7723681887854701 confidence saved\n",
      "Image with 0.7211533784866333 confidence saved\n",
      "Image with 0.7717550008193306 confidence saved\n",
      "Image with 0.697375546330991 confidence saved\n",
      "Image with 0.7422876746758171 confidence saved\n",
      "Image with 0.6758464030597521 confidence saved\n",
      "Image with 0.7451401624990546 confidence saved\n",
      "Image with 0.7349775070729463 confidence saved\n",
      "Image with 0.6957149635190549 confidence saved\n",
      "Image with 0.7685238097025 confidence saved\n",
      "Image with 0.9353010602619336 confidence saved\n",
      "Image with 0.730477309745291 confidence saved\n",
      "Image with 0.6696162845777429 confidence saved\n",
      "Image with 0.9277278366296188 confidence saved\n",
      "Image with 0.9291716321654941 confidence saved\n",
      "Image with 0.928290994270988 confidence saved\n",
      "Image with 0.9297237525815548 confidence saved\n",
      "Image with 0.9076076460921246 confidence saved\n",
      "Image with 0.9194928796395011 confidence saved\n",
      "Image with 0.9016569049462027 confidence saved\n",
      "Image with 0.8329284320706906 confidence saved\n",
      "Image with 0.8281815518503604 confidence saved\n",
      "Image with 0.7423593920210133 confidence saved\n",
      "Image with 0.653516305529553 confidence saved\n"
     ]
    }
   ],
   "source": [
    "i = 0\n",
    "os.makedirs(\"processed/\", exist_ok=True)\n",
    "for f in allfiles:\n",
    "    pil_im = Image.open(fpath + f).convert(\"RGB\")\n",
    "    im = np.asarray(pil_im)\n",
    "    predictor = openpifpaf.Predictor(checkpoint='shufflenetv2k16')\n",
    "    predictions, gt_anns, image_meta = predictor.pil_image(pil_im)\n",
    "    if len(predictions) == 0: continue\n",
    "    \n",
    "    for prediction in predictions:\n",
    "    \n",
    "        if prediction.score < 0.65: continue\n",
    "        i += 1\n",
    "        bbox = prediction.bbox()\n",
    "\n",
    "        padding = 0.1\n",
    "        l_x = bbox[0] - padding * bbox[2]\n",
    "        l_y = bbox[1] - padding * bbox[3]\n",
    "        r_x = l_x + (1 + 2 * padding) * bbox[2]\n",
    "        r_y = l_y + (1 + 2 * padding) * bbox[3]\n",
    "\n",
    "        if l_x < 0: l_x = 0\n",
    "        if l_y < 0: l_y = 0\n",
    "        if r_x > pil_im.width: r_x = pil_im.width\n",
    "        if r_y > pil_im.height: r_y = pil_im.height\n",
    "\n",
    "        cropped = pil_im.crop((l_x, l_y, r_x, r_y))\n",
    "        cropped = cropped.resize((100, 200))\n",
    "\n",
    "        cropped.save(f\"processed/procd_{str(i)}.png\")\n",
    "        print(\"Image with {} confidence saved\".format(prediction.score))\n",
    "        i += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5c53d122",
   "metadata": {},
   "outputs": [],
   "source": [
    "def predict_smato(cropped_image, model):\n",
    "    '''Returns True (has smartphone) or False based on the model\n",
    "    '''\n",
    "    im = np.asarray(cropped_image) * 1.0/255.0\n",
    "    im = im.reshape((1, 224, 224, 3))\n",
    "    prediction = model.predict(im)[0][0]\n",
    "    print(\"Raw prediction results: \", prediction)\n",
    "    return prediction >= 0.5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d2626ef0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:Unable to restore custom metric. Please ensure that the layer implements `get_config` and `from_config` when saving. In addition, please use the `custom_objects` arg when calling `load_model()`.\n"
     ]
    }
   ],
   "source": [
    "# load model\n",
    "model_path = \"saved_models/smato_efficientnet_m2/\"\n",
    "model = keras.models.load_model(model_path, compile = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8d1ea6cf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4845 processed pictures found.\n"
     ]
    }
   ],
   "source": [
    "fpath = \"processed/\"\n",
    "allfiles = [f for f in listdir(fpath) if isfile(join(fpath, f))]\n",
    "print(len(allfiles), \"processed pictures found.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "afa79ca6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0019416707\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006952178\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017666696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003038728\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05556421\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.120041065\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024631022\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5298193e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012141285\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0026775415\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013518782\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.39732924\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.2571434e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017670037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008439509\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.71177256\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0031925514\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.759432e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2793236e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12910408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021243019\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.0074395e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78275174\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2119917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010529539\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8170538\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00022454116\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.9741298e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03176202\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002248582\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.67025524\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0013859504\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005857038\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06964147\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2854702\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0056211585\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.035962652\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039146982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.122022e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011915189\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.308496e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2166763e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0062787742\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90794146\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0044800336\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62579405\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016218856\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0040286114\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022271944\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.94445e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00078927685\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.581949e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008236961\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91315967\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004567326\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00063781923\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.182326e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1350653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0115944715\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8406305\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.829845e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003380086\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027313174\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014974554\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041129224\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12143332\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0080004465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010082664\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01580212\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014728433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036327988\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031170575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006730164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.2673605e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005716428\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9030472\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.022930007\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003691939\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07787223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011615768\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010498078\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1002155e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013759917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003866442\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046147466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020681384\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00914873\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8663162\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.664645e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013256792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00054758467\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.091568634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.4794557e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30822736\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0071675037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.1529315e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017164553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0069798795\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.263714e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004968177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025039999\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013549149\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19152516\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004519533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027079202\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7317631\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.079875074\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005785978\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04853487\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024691385\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14090593\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8924372\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.35111514\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010183822\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025176126\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.450502e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.053431153\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008136188\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000792128\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0844847e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008117123\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02174853\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00039353303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009292235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.240587e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.9709595e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00088692264\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00421718\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9551574\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.94092e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02027656\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8926796\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.755952\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009750252\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75481015\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.37234133\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023762612\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.03814245e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020952852\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4578361e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024671035\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042322293\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.862632e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03826457\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.624914e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001499106\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004242274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.052855e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.69694966\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005358953\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.817614e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020031483\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08354429\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.636352e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70161\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.913264\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00045705665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031546734\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000807054\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002810117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006015214\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.619953e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.051768053\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9648514e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0051093474\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002236281\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006353285\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022029654\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021320727\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.937268e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14691643\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6592618\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8378101\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.7215308e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8194568\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.9640632e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011886891\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01903639\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87118083\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.8504695e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88409305\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.2398764e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.085054874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028794433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3748933e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0447185e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18117008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005840991\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010524597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79255587\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.031566497\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013546994\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032125302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019081706\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43174088\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.451914e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8837519\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9267726\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9057248\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00011167055\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0059240027\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08380955\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7795623\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.346119e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023799445\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014832286\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8101993\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0026919344\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020447536\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.2904007e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033272745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.069012366\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00047889675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3825044e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.4479295e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032760468\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.65376186\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.827769e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028739513\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010863856\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8864179\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0048251036\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024760459\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009422443\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024038567\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006608975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8002434\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.3030612e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.76055413\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.018885124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010202908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.907013e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011796026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.1698162e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10316931\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.73236823\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00022322794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035917077\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018202783\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015568746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00066464965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007024763\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003217103\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006142907\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.033962373\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0377231e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.6182976e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028629316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.7974546e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010265839\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010581681\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024838853\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017099449\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.7085435e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07563251\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6454745e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02764864\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62304395\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0059141405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.075244e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029681426\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.051116794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.033570766\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0005542556\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003355229\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06220221\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010917049\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018899381\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003658979\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0058874837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.364104e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85465664\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5316493\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0005462986\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001109197\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.939679e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8216246e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002025423\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77348584\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.822741\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00040279364\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12636948\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011687787\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006806107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4179031\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00984954\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017672744\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004396432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030221704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.048887633\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015835527\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008894848\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014773457\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15135138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.866985\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015350884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.8209945e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.146901e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004565275\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012858406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006098938\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.109111704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1421846e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018126996\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018337754\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011714631\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.539986e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21941331\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.040752e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029596305\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06952237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007455951\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010092197\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017601697\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0053245653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020021203\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0493306e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3695917e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003196156\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013812548\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.454594e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03986536\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.24141e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0373554e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011335804\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0076840864\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0112400185\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.177701e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006145941\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.23285782\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015213946\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010232908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014281989\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.116846405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8855742e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005724843\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.151511e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008918642\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014146521\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.065747e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002460506\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041484274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027131373\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000636126\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00042234175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013420626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7834376\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0021525885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003446882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7022465e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003928982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013117644\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0063656904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00053161406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000102683654\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86613935\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.04577521\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024375496\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.6821694e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3200082e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003162117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024514054\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8415017\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00093941885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010168422\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002644837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.630028e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001225072\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019685032\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013949773\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020680998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006688378\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1852016\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011260186\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030868559\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62961656\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004487316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.1202314e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.9140904e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.067553416\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74304634\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.71575034\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0026743726\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.881623e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.8057652e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.560519e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015741813\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.7517323e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020195032\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005664663\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.124094695\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0011643199\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005070321\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009073154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03920138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4524917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004194515\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26326078\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004986568\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87695825\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01913992\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025211496\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.114670634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13244058\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016267558\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020696505\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6595924e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.8570622e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90369225\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00040164604\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030474667\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017751665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.69735783\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004649892\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8968389\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.525259e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1023404e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.334492e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004297847\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042208605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1560396e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014430773\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039065454\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011779491\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018127913\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011275694\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.186648e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.47315615\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.907388e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005186472\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012935308\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.42689183\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017045708\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035490487\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014418177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9204701\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0002154552\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0096883075\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02404733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82563716\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012384198\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024152693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001524857\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0116748605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009794874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0068746884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8553104\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010246102\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038039486\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7874275\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011868802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000113242255\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.562668e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.44777083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0031661144\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.7315776e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.34302735\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010100321\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022503575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012845839\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018852215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00046758086\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3296963e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6304275e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012453574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.32703662\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3436996e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0044858563\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7422068\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.23855427\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.892641e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.047955316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1315334e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004951245\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022389341\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013146864\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09895653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016513286\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8927374\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00012690766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018836745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002487997\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025341863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4105306e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14140391\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004505759\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.0171897e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.7477056e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0063869897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.078857556\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017124823\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013015463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046823756\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009555098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002446398\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010362249\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012838127\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016145571\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015272619\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004598962\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00040509677\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.885246e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041611614\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00031717026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.1000556e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017600792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002084608\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0064253444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005035\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12488816\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011133729\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06998584\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003233815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001223832\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022259047\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004415365\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002014034\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92056924\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.9480615e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.4895997e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019742225\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7116634e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015959257\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0033860563\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0881313e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005675196\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04219935\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002518208\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.032907e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005448961\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.035734e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004974984\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017515432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.349655e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012541418\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0288886e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78156507\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.23808596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029096402\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032032141\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009864139\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00784945\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.012689e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3061497e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.1662176e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001901419\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027065057\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034245634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4312257e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020139597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85280967\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0011359616\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006875553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.8055265e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3031036e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020532822\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1747115e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03545289\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002298817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011033584\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85867155\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00020022965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7618533e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029713634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6837636\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.10833438\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019645993\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6868688e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029998473\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5450623e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019849308\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022684345\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12209565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022168297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.2183916e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0040477375\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06041937\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.535966e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0072479267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9516381\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0007220945\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6346652e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.5665685e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008940881\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012923509\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019803367\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.759822e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3477274e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020212117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005355214\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023212282\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010520732\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4326433e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24440792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011228174\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01940095\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.121441044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002500104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0958618e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.506291e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006112037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025121031\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.207337e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1197725e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007152505\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000999138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.2344934e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0068299687\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.221036e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8413946\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00041736529\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002468206\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017571442\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011136613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029575342\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.052384526\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012078243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000505537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029530576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023090727\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015279213\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005821313\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.6802156e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005839083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010268263\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007925316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037061945\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.912288\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00067620137\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023196847\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018637005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.5691664e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.057541404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92623454\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.027486684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015290817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000338582\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0087231565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16231507\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0026389605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014407982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.228154e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045778897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.110779986\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0324877e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00074126065\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.799983e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0867628e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4500243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27243003\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.1731088e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0042643673\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024791766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.501993e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012396247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5109691e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024876508\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.876755e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.5646157e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019753994\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000873433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1799912e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7269325e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.88822e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00026559923\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023298075\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3634232e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92962223\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0011912987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00143437\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.538809e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018046757\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005042949\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0339023e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.9196085e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00037790462\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06596106\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8329283e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010175641\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8591883\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0032110293\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.041933e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.507394e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017273123\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.2426235e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018423359\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.440209e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046861595\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015434028\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.84192e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016849298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0437002e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009727339\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025136574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5984733e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017876135\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.60372746\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.048746217\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.8025535e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00067736366\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7972392e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2302866e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003948904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8921105\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010299742\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020517062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7740233\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.74240565\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00096637115\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7959949\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00013040968\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026733812\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00066284236\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7233442e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012500838\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5994081e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79644775\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.025861165\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005214966\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024686884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8121776e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014415837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030069202\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013435863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025187578\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006681421\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008187434\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93660563\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03347708\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.25815886\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016168249\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005552094\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014318192\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06916117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79159707\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8345785\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.16476e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023470414\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019566333\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00041752247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050787716\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014451196\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85049677\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00010112849\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014543799\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013264593\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027595297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85230213\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.972145e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010948114\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004250744\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021248095\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4570746e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.3974804e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010410382\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26317167\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00046942622\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021902565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2333868e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005913946\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.2727257e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7536547\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8527335\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00017874686\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020188406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.9600894e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028330638\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11266129\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.049183924\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9219577\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014314387\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8685714e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.94152e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025748863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.316854e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03548075\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.49090177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.05264e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85304785\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.044386465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7560054e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  3.4555404e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2195432e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009300005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020857574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3042736e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6286822\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03416033\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.166954e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.790427e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02921665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4235021e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017357343\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0042418973\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2282717e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.05876925e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035404454\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037603475\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015202985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.049991757\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.187293e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5135443\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.9791813e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017931429\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2874185e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.687649e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00035698168\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6099343\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0008231139\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8967144\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4647206e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.7011536e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8347569\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.029845e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72228664\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0006974007\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010671986\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029764473\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.3748014e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.9083e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.049949132\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00056406175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.704741e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00051725836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011536551\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.269453e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0069414936\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010365207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.5746145e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00056241103\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011944723\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00048874965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.929904e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006091234\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22968385\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.355776e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002911623\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0062602297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026403053\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030901091\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.8048226e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3807323e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3213466e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018460302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3812755e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4623987e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013684017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001012932\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.891926e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0082124e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010394868\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2890803e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00044727104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022168221\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.8548466e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.829113e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015702067\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004825083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007592541\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2165352e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00090520235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6635137e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8511479e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024830867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014862645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8032361\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0007362215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4425716e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.1421356e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7858746e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4569496e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0089846\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028957719\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009225814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011486888\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027762965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010460267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019756798\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13965814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8356603\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00010908263\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.7529814e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3672393e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008838115\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.608263e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22705184\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035955037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24543081\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1909218e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.5811623e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43169814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.841185e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016647247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.187702e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0042798463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.3059135e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00038910497\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41843846\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018670902\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0730225e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017370257\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023752902\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.997246e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41030046\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05887426\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88622284\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.2688677e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.484355e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0056514908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023840302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.05677e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.92445225\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7036417\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.65747\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.9560784e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8196984\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010739482\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0810523e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0814673e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.059826e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8432212e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.1356324e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.608515e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004088547\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006320408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012830941\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005678632\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012734769\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018997284\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09122485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003880248\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027805753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0746156e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021443865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011414186\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058472046\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017214762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006057964\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0432477\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.115888774\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036358453\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.5973984e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.634733e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01554367\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.55769295\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00041451716\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029143377\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00457944\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.5023884e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00044815883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08142533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.342637e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7493072\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009614415\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.73846483\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03690073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009890675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007044377\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4589639e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00032248415\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.789098e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017024112\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.0387484e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020834478\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2302995e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007905859\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024369294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04992533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016009929\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.9990655e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0943452e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85888326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018056862\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83588594\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007028691\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.719431e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002497854\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033837766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09158874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012095365\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.483727e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004463154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024096845\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014454403\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008351026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015382738\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00038114563\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00074733794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008727733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.7073107e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00031865842\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.590182e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.0808106e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004906921\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0060446104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78457105\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.88115925\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0038176447\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10175752\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001480539\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94688684\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007959212\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0039501223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027442323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032652207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8452711\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.9706425e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0054963906\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.130631e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011845434\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018940574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011280403\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004880725\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8807972e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15878244\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029654258\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62671447\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0037202323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70123506\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07572601\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.035908565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5271404\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00040930652\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001312252\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000751019\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016887047\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00032407357\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2185982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025492059\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005275893\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0625055e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8141709\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.09786003\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001263282\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011112086\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019021917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010934861\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.1236952e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05346698\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.3508785e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0010440164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.024792e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18688563\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020896478\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002489758\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008947992\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008995158\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006102457\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09607717\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.086490795\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04755203\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.446643e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0071773096\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6592854\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.883245\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.09346062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000836749\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00039247164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017180092\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.49482885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07125629\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.460375e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9509673e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020863606\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047469498\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019537734\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.28697e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14298998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16868739\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02464091\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.335886e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047969692\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.923386e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010324835\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0061214175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.9663186e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003653962\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.092402e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1540157e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006043499\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7383239\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.6210116e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.095561124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2117363e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79064184\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0015766482\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016378876\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8224414\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.5537745e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8282583\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.035835605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13186261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.364828e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024600592\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041504573\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.645574e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5383495\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.050752e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019843967\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.052510124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04727432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.7626606e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.051684175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015142912\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8137352\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0014096353\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.32713e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041090596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2744766e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6289748e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43685216\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0702597e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87105525\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.042017482\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20590597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.549651e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046870917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030445967\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.0909334e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8908187\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8194323\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.1576438e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9121319\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.1753629e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010542992\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7407997\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9337795\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018552613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000105999025\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.557309e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8327886\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00061020715\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96221197\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.968211\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.6610378e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.9486204e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041141044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011170506\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18746695\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9190255\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8117196\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00036640212\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009536947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86741084\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0057260753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8695311\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.88785446\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.8585217e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.4307465e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004020253\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.63743347\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00010261896\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90700394\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.3105065e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03038227\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.047067e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00033828002\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15854642\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034528464\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.060410082\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025613997\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.092424296\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3041514\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.082601e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050652777\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7156324\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.020365024\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030268295\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004958237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011872214\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024354101\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.007549231\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029096118\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79026234\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.04359177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00077466836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83673173\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003305685\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009491516\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5350434\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7492792\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016318781\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024454616\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7355081\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9152196\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.20570776\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036030494\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007510073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033592863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018297011\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17984672\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6885036\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8055439\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.078274995\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009547181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8626273\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.053082537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017828412\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024210566\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01011975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026058448\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8334155\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8737522\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.023041e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86865073\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.91697484\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7534222\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.839252\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003778932\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77340966\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016746934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19423182\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8191686\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00015423934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1100261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9328964\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07331253\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75281286\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005174067\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7627092\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8527868\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.755943e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5223828\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.040844426\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00041869548\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017549599\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6966412\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0007929006\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018556694\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.822807\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8918603\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00013159652\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.290344\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.035118517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058775273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88859427\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0027045913\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017664429\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046074312\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78969675\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.67817056\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.3604363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17503323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12042636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.038036626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.052889857\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4027499\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.45934826\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89649636\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.050554533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010181478\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013803158\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038255865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005884267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046087867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89344466\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009838283\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047021867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02200291\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008001042\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9013547\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013400884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.73982185\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.4983342e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029296777\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.879764\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.054378174\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.71946895\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00029809712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004033054\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8182499\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8077436\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.15715973\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010116874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9122326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0013906704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004586802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.23329431\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07110809\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.009366e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017780581\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030117705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4779609\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7002226\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.37436855\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006455564\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3139815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09920349\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015582454\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025284821\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8552226e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010398962\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034709423\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00057059166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006948512\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4518923e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08096825\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041256943\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87349826\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6934136\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003008219\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011554962\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91344315\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8543071\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.054271154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7860962\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0098860245\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010169147\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01493239\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.63615614\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.039225042\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028105997\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.4645472e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.52868605\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0060744556\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016540893\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045119748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5352797\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0023731794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85322094\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.15120833\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8811428\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011733918\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.36201978\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008583038\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81567216\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8177123\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07453913\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03058707\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9415279\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0039925626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8135977\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6592134\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.012957347\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10284298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.32347965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06978192\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022519744\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010988606\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00056224695\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06461863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7307045\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01951117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04365595\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9088558\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.14297473\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78550476\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.19730057\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007019293\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07897269\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001000707\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4258718\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9038896\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.82773465\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.034531042\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6558302\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.023120314\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012311039\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80753064\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.006015573\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2946551\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79692954\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.012998344\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92621213\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.96970224\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.057268377\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01784659\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01796621\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003183308\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00784041\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00043063116\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0110245915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.072318554\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008537341\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009031598\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024262492\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9072502\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.19686255\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6060856\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00089808647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8254013\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0015414761\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.25827536\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.38101766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04387766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17058668\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62609076\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0003818865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11561069\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.38024735\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028715309\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20114712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02920298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8662798\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.6725378e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010819539\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013738275\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7930792\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9055383\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.80520904\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.26825732\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18758886\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032331545\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005786993\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87051743\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5922218\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.49155405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9477438\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.41297022\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015151228\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8576745\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013001207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81014496\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.4868912\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03684153\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08276476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6812302\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010809967\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019148871\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047898046\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010187669\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009029636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9275861\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001280987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035282597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08225405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004309556\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025437158\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0060504465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018446613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008449234\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012438818\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8884798\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.027082026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007596316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80925286\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011935366\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.23825034\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013068743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011773408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04575576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8901849\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00018504233\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4087665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8740919\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9708166\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016822446\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8278165\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018394688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08480043\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045188465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9028781\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7440269\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.36581662\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8290107\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.8041007e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90807116\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01820929\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8565205\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009209583\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95591563\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9568155\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011093745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03770646\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.063555405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.73618084\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004218892\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.158775e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037635963\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028465914\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013325541\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013010739\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037294517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0040035164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036329623\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011362518\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007958399\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012655628\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.483656e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90626705\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.498116e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023103949\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008568103\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035354863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017779732\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023988437\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018326411\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004436934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037784907\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.507273e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014574786\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038446363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011943579\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.766646e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008773684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.831106\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0037257117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78587884\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8629655\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8529124\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9780924\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0134683205\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028429395\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97263765\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00060482125\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022920303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8180171\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9127819\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.908566\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8019456\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90150136\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.031972714\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036993843\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9162629\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7913099\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.91615975\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.94636655\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6713315\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9645511\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9878185\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.02220447\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004915021\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9890511\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019472092\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8763983\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8463428\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90429145\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.81521714\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.68501234\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7300561\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8794096\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.95722145\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0014102355\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11019841\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00933691\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.054278687\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.99670887\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8328197\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.40575206\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9070451\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.073291674\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.942896\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90124613\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.806486\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00029572326\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009497342\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8327954\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9181315\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9635752\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7551421\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.888055\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.93317926\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.824101\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.34966707\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90838337\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.099169195\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050111897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00039429456\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28285512\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9951415\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.018511765\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7639924\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05929507\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9261019\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.09195013\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93219006\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7837005\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.11539181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86832285\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.010615882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.563117e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003901675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8611144\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92656595\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008945582\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18116368\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93768144\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016475283\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014375083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74610853\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00022031418\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01478165\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85738295\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07771019\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82723\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.80566823\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004739796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93918765\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014593319\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0065421243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79096967\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0015671686\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009029273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02464624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.720484e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004822801\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028371247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026689133\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010450947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023217777\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00035493576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045463055\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020227424\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90805143\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00030867808\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.024171e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020693138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96414864\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.010616e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7455852e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008087906\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010194806\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8441083\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019065706\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0061232396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0074660582\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27429217\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009094723\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8583803e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.976433e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.3766964e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04348284\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020836337\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.874629e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019336965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.634373e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7809248\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.78870517\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00013493832\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009425756\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.3293835e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008681102\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.922429e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025383866\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82523364\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0011027089\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86608785\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0045745024\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.29028267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00088928954\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021570143\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00422357\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022255162\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05297692\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0058764676\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023623575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008951315\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4448492e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.03466604e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023326369\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014724673\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.32205385\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02140976\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.2977014e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002435012\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0053012082\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010870699\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008895751\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8329416\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0060499306\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6478411e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002983596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0052716755\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.7465825e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8732945\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.91330326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9036195\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0032414433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012955503\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8754529\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5791271\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90922433\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92121977\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8587234\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9687299\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8859747\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8497621\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01698297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0043200688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036570828\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15258478\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.044072e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8151016\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.04294656\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9818163\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008166242\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95742047\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92863005\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9658405\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90506816\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0049038627\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9881753\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.7848746e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91631216\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6443028\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92207956\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90969986\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.95508915\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8993187\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92214465\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.10284298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008889948\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9708166\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0050111897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032414433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2519485e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025251537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.4648526e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.650297e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027768139\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3207795\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84533495\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.83977026\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8906212\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0046219546\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28013757\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2072086\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021368777\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2090522e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.00128045e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1583313e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005023001\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.839661\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6754277\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.70884824\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016017397\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80705106\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.034185164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88019717\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.27208176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022278322\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.074416526\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10965669\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011023018\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034667084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9498183\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.5248747e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014426837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021825656\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023738347\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028188538\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2144861\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.072442904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.052212e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.099637225\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007216864\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009990894\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75286084\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4806647e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029731035\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014047074\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032380049\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8788856\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.2460079e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018177599\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1048943e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00709131\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.913086\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00042607987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3754633e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.9786912e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003989886\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.091814175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08591203\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00045012566\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011866868\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037384985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7746086\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.030293824\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.0783547e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.0117803e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001033086\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8195439\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.863954e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20998427\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005484293\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22683954\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0051964205\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31808555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020095117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00088858814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.503412e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16197996\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00033813008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014613865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97543055\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010609855\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10586321\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00038045485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020584375\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017294011\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6472824\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0011406929\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.841001e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72299826\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7009234\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016582278\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016428849\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00096789247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014349953\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92697555\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019691981\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.52073514\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.1212572\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022955902\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025204077\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00077087217\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004190098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037107892\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.55858e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.2005028e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024342021\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027292658\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018171731\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0827819e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011523964\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.022235e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.1314773e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024338458\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050372747\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8190085e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020702474\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008799236\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007131331\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3899149e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001476853\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.057462152\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8316707\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4018422e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.056742623\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  2.099297e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001349242\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87171036\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.833752e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010563664\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08725141\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.716802e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0090396935\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022407684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.98563e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00056075805\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.055814147\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.609803e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009295421\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027663592\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27698812\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00075061683\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.9960385e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06549869\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4704911e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18958917\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008856517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3201492e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011307786\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024127559\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.323831e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0117764715\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017321883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00046854466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5746355e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.39515963\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007994862\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014226901\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.999778e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13273565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023773648\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018303538\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7170898\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00093354593\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74076277\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00011335062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006198971\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.058357235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.432778e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87595284\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00012160518\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.4282754e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06689404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013045919\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8261133\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.3733716e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87432545\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004787727\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020321006\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036337607\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016881902\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88773984\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.09006044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0747373e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021442654\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024292553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8754009\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.74579984\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009509038\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92028666\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8052363\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004668246\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86804175\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010597729\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.7234555e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037683386\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005686314\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010267178\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008393028\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032382857\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9557005\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.38850975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5953157\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.23569512\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014299571\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.3821917e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08916397\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015973072\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.9030957e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.875184\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009488012\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017941324\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.46585396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.250133e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.044841085\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015205223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018385697\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9317116\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0054714303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15581404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1234575e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1285988e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030413826\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012593069\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91495544\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.36528018\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023542768\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.141022\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.356275e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027795078\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93100333\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008949468\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84943515\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.37999442\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006077237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8441974\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.98832583\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.034918e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015617947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011523869\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.46435395\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94303614\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0039333594\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038059743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004095903\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96782815\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.5540523e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8799822\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.020230765\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036923108\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9630859\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.002047396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.5491355e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.44204143\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7469542\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.0975125e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8271949\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.6688382e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.19598667\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001540507\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77665937\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.926601\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.28958294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4660597e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8353102\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03685708\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.061775226\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037086654\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009837764\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002113045\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.048522834\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.638569\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.600527e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045188323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26926816\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.83068e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87773937\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007966867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014244459\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0445274e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00096047367\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011036623\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.40709487\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95194423\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.028496338\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7353009e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015535815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013608637\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009639468\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.14613734e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01982298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.39297906\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0054197186\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.99300545\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4661194e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.186232e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042987242\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03453481\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3213848\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74615955\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.15643836e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038910464\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.295762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05487143\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0069395513\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72010064\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8173321\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00029323078\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8417524e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.057467267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0061492524\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022538207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00983273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010732109\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.331953e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07562854\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93888015\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.1333208\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0026409305\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00891154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.15646486e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4129368e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7452774\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90768266\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013719003\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07098724\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009574834\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.3671574e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9298551\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.25216672\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09787111\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5114594\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0002631437\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8260241\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.866498\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0008811863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9130701e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015512833\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05175141\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72027004\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.106205925\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94981796\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9516911\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4820774e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0120799225\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001411072\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7634606\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6656515\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.002065138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0225265e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06749598\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6945998\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0053602518\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02571645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029982077\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8260176\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.87207925\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.7087668e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00054249825\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029708531\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83951086\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009765101\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011247768\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017064062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89187056\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.843256e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018602412\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04738257\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94018173\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.002831579\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26754534\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6009136e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013686354\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11175653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.913182\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.5459504e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011463566\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007442481\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4842757e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0081629595\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8306147\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.1671215e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0060501136\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00047049823\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013218184\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.7974644e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023898124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014258364\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029423444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8177801\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.8442053\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00075232546\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5230045e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009182507\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12020323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00055565155\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16052708\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016903479\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.976583e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86400354\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.418187e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002498123\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045219645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01336706\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.982603e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00080961746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8907611\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0023606026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.033482663\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013803797\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7277458e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86777604\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0060976604\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0841702\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003355172\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08951871\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88931274\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0044517745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006377517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8463989\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008329611\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001202504\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.9205969e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045758183\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43797693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023339638\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9029724\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010911828\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09460445\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.637441e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02807294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.58440393\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4623843e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0072879833\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.063213885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13200775\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016421668\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025711838\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21380618\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.638187e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010777977\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020470181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01590884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004541813\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7236926\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05182018\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022785487\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8755151\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.034478176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029651817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06407161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.080376565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023941612\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020692687\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004006701\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8649038\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.15302283\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6978612e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00056548556\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07038855\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.850779\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.034434106\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021282366\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7646253\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.021311704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047576264\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006322541\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04870109\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9817972\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008156113\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22373192\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028276248\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030572705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011482693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9965205\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.027091112\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004540765\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000120550634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2713064\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037814225\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04668148\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13852228\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96771884\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018048418\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6532889\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.88813037\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  7.658749e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6532231\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.09203609\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19866586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015597025\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003151231\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19580872\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27780658\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3477495\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011716294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.42554e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2064091e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0059194723\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07094492\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13876338\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8676158\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0027345445\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032677848\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17023836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004648734\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005659632\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005337549\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007382597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15585375\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016764767\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00035840503\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007901664\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.671829\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.15163109\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01782161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72054267\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.1965616e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010986575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8283838\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0015794579\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07431383\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9152347\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.076736726\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.098236345\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016085371\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5172054\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0051024533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79000026\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0002790095\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86099184\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.625455e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004925363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023131522\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.23193522\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025112568\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8748744\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.877727\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0006973828\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12449044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89776564\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.006608336\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005643527\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001110161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017892886\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019436425\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92657757\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.809195\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.047611065\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.896007e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.948298\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016662572\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.55661e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0059724753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0068097147\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007168389\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9562676\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.8303693e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0060764304\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.038960624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8604757\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.72091615\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009191357\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10067587\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6501733\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.02842348\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9468348\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.54444e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87084717\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0031673112\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9431727\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019441906\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06225502\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018945705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002914209\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048047113\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019132613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96585107\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.52923965\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6799952\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018424909\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8314459\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0022215312\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018514303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8321457\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.059623834\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0076240306\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008585359\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008643847\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027030907\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004736089\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0702704e-11\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015892915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009971098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5444335\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.028668053\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0040453216\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7765447\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.055704657\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001738151\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0104551455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.379309e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9597267\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.66941375\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003143081\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023752183\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00091565\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02707597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023857574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014898705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010599844\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5751771\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.82405436\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.075147234\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.119287446\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018091619\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30364904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014127368\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.180778\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038918585\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019876836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004693313\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0042287856\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0059448946\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0081255315\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9294646e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4019224\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.23272862\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.5530713e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.98837876\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012254479\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010666737\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41948837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75159466\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2748688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011018362\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11389741\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00057111675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017951762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.38495272\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01495545\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82485104\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0030811746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034863633\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006381109\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7721149\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.30522308\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006734771\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001049555\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  6.1555073e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9807736\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.02225957\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011074861\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014657073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022668713\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006327243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02749071\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005926399\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8721069\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05195133\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0160173e-11\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00037178272\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3774404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.5682616e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.048096802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009232908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8381268\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.80032873\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.022044022\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.2680866e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9657737\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9629226\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009727939\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85325706\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.111084744\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015517664\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03480227\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019507321\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8983845e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.1339395e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.6198857e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0154371215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00063392\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010930148\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88205004\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.028251182\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.028387e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.60165e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0640166e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00035200312\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.652054e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0104825655\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.320279e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0125482e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.881516e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30075553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021106653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0129139675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.66314644\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  7.466042e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7834056e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.050228193\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002677748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0424416\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.116618e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83997214\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016202142\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031504005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015654827\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03009293\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005290517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8075131\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.041388936\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.5441613e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7148617e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00066065585\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.42121872\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9623785\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016409782\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023118762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009173127\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.678222e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70497584\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.18425883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.4929493e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.1384206e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019112644\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3919712e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019610063\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021966675\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01286494\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00090088823\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0039877417\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03415832\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01890236\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.475827e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8521192\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00041147976\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017570776\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00042752465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6463689\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0043442314\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.694398e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.932859e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7703129e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006125207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9242758e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009306738\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011998307\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.654686e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012610796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0077207033\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00072395697\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010999381\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002679656\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7493047e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8175032e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029558614\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3848376e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011635989\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003972578\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025321553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.315472e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87102073\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.0919006e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010346476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007977662\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.64341e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011992549\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019382768\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043338507\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.7888006e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2958982e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06613045\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2881066\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6586429e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020072802\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.05763574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.008325e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017981356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0052489303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27625412\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12870327\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.909911e-11\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004444825\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4784594e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01659184\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029859971\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005227836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030321904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000729391\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.8976922e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016239693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.8910756e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002925861\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.8246437e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024271403\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027457505\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00073146325\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85199326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00027450753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012736957\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.935407e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18017869\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.095937e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036011434\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.277463e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019915882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029019543\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010340388\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.18243e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0055812304\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85510224\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.42982027\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03756391\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.473136e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.593204e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8422469\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.34341395\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7440289\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.1568285e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006830137\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12117235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81220746\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.921863\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.9238246e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06294144\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3642924e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.374655e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.76042634\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9461634\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86840075\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.06796505\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027671128\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010310089\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8317397\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6245562\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.912942e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029917748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.888348\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7138984\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.033611726\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014284592\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9150599\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8881341\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0019830624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.32643e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012529279\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.941642\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4721326e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006557129\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7623467\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0056201033\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13581224\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8322872e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004930128\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.081436e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005094165\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9008579\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.64080983\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8881024\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012961155\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.34227473\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009196479\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016699072\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.876388e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003029848\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.6057487e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.5946314e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5216139e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021602486\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008245517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013072348\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19446181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7615877e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005403885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3887161e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14793357\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014633071\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008636694\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9226046\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0005992017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006394291\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001979889\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7569145\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0022009476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013919862\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79910076\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.8830652e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7668859e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.900623e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.5113765e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.76824605\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0020863386\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032577254\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011549316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7818583e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0044752746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9132936\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.729056\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.24162753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001599166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008028105\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009389946\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.923002e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00059968675\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0028971871\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3066363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012923613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016160438\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9244283\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.9282246e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0039285924\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.297755e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.454062e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14796327\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036070666\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0545294e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.101183854\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1326268\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046034403\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024871767\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005167101\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07872824\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034754553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001388817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0043015787\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002970225\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.301257e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28020883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.9190236e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018304426\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016263092\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008927085\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.60609764\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00018671542\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017554645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16961193\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041324743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96288425\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004163501\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021698984\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.256569e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.9244633e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.6474758e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022050393\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058070605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008776793\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78469324\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.72737086\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8833422\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.022647526\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.8647313e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002750672\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019184097\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.1799613e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.065014094\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015009564\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62667936\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00019912596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10454654\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2941045e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93411326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004665916\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017378408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017053292\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00053334626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0049481126\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009263063\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01921857\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024758858\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021159803\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.9080751e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00946522\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013837107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007259224\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015371902\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.155159e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00067386485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89960754\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.8238594e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31319097\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020115146\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015845646\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002185092\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.7953919e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012928704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.062494017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.953498e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.0649505e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.040691223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041614696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03239734\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05100647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005235396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16362174\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72135586\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.2071867e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.2304922e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018419404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0595928e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001699273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4120477e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010487605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16531156\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00037540228\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011483748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.63035697\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01156332\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013445938\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009881353\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.796279\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.4173363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27208188\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010637762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058301643\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017152757\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013608954\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8234135\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019141173\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013737629\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018569398\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015748027\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004957325\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005128473\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97185487\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003184578\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024475767\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9194277\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.06261773\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039684083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009031364\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4479064\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93997735\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.75814736\n",
      "Holding smartphone:  True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  8.572006e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4191098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0026367262\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011602222\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19579415\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3417288e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06261132\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013393997\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86271197\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.033537615\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024665196\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00041330862\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.32274523\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028425974\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043349363\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03528792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018838655\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020466985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.055900697\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012677693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5611982e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019487184\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04261256\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82024133\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.051864367\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00059346686\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08703629\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.34533668\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020283647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021445274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000263744\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050654407\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8430715\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0037347085\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4446899\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.65744984\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0003434573\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0511362e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045197435\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009481624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.775758e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.5531316e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8884632e-11\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70136863\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00027517838\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.075860344\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012730834\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004329814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28800058\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70849836\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.000103120605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18152843\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.63210046\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0014720431\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024348455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21248817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80895597\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0022244237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.25068545\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09181884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.055420857\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006270033\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.895376\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7856666\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7262112\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.63413405\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00035864016\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21527573\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10226245\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021610422\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021309327\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83898914\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004968691\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31775254\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22647224\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85632235\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7921263\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8854076\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2661727\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87435925\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.76364625\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004695412\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83667284\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00048206837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8852121\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.048013587\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5281705\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.67036945\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.27937636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82368976\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.946922\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.023107586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0083743455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000691914\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2220981\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003906584\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.64316255\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86079437\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.012046383\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3286734e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0064521637\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029663553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7559992\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8479757\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7978936\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008755327\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01587809\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8203825\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.708623\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.087048836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2849035e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5446207\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5217964\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.012166381\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.402019e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6208688\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014375294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019066082\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2262789\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009291098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038273586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5955626\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7536972\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00013484161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020108602\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75714684\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8620703\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00012335539\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004459088\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.56448144\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.087981e-06\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0011663234\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30433518\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011418576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1801536e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045540575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030573953\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22976898\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005043892\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012659548\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011475021\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.051560264\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.081641376\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.845199e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008126289\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89495194\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.84409964\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016370674\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007218032\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00029989696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015491251\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06363255\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19268301\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94541323\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.061369717\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.926164\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.37915e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2862392\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.044746596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6324738\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00042684824\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036966708\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05036608\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.078686476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00040457732\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029423459\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010355312\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.73650473\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.92160845\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0064284718\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7232801\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005160007\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007613306\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88939345\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2081483\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6358714\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.89287835\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8405679\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.1536109e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009822994\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012726422\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13785115\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002090983\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.277935e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4835688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.44260222\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036664803\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034046973\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02487444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04272729\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0113592725\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015529302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.606949\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.3359475e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014049796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6844884\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.033892747\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8505699\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010204668\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006736934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07226746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8640973\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.3592248e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7469779\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.045870155\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016278882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.66054994\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00046194482\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011126158\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0057623684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048778546\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015369699\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6941252\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.05999e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75185466\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.26631323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4814425\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00085577794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.907549\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.058087885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.2225594e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004569743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0523673\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014447466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0067419456\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90048474\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019158665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022674097\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046002506\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009546112\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8586513\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8049721\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8406055\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.1239707e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.36606258\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6868442\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.89364004\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0020522987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0064019067\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030192059\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.570392e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014151908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77447927\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.73216784\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.83828723\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07127933\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2175003e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12002684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0243487e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7251027\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0046563037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83431494\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7919118\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0602974\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008607969\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79684687\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.021231007\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0067601386\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010823543\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8155081\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.88070226\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00026395507\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.8546075\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.070056535\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2693917e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022584682\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021085432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.8304205e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15949835\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8984263\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2270985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024092623\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.105562e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.055120632\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017707463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8328054\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86384934\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005376682\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.101683185\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022381461\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79769206\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.87177473\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.906004e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014680545\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023281289\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011392952\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022718217\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8361251\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.67815447\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.95322424\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013368783\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006184166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03662063\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007918276\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9092616\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.9129605e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7736592\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.022987755\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017992763\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85571176\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0011062884\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018567277\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011058196\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3991686e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.62275445\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0001669776\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004634909\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84275126\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00024148409\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05207382\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.3407989e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.58717e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13393109\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011348737\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7086795\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03512918\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.21607e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.68021804\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8997024\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.27156416\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2160586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0067508025\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018875244\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8505928\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004836949\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013889252\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00023187096\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011289356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6318673\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011711031\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024247179\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8510704\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001915466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7727939\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010968093\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020097243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8777081\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.4620987e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8004985\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.5461573e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.47589463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1630279e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09812193\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021538085\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5819687\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0006615984\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26463005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94502115\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07031002\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82586217\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010472935\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80744904\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007146979\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8848875\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.23011258\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.172383\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.053172e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.59202355\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010242058\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027943673\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9748931\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8370659\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.54476017\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009001927\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023107115\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009621218\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.61378e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8529374\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.1679625e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8948139\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.020343564\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0076337345\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002755799\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88949174\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0024398572\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002135026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013268986\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.26419145\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01105777\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015964955\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84365815\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.049304746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21391918\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8910515\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.10837279\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.6171746e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8396561\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003274607\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011593788\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86727023\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.66147107\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.96263605\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.9664912e-06\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.027810842\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.654946\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.031104518\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027425325\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.45648324\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004539218\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.6161838e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03144245\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0073802285\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21702714\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.726943e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31276995\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009512303\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.54319125\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.592573e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.066913836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025324107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.57106423\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0003438383\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016013805\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4277243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00026441476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4747793e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016331179\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015512963\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013116932\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043627013\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90921247\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00029646177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74706376\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00015548179\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0051888e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027438477\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035698002\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9154522\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0002347315\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013250793\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005555173\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03219\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81655943\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011248342\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013652308\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022859955\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0058571114\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6786721\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012950154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013161659\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034666926\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009158564\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0071317223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014220968\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0132686235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002027973\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8466049\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.12742351\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6296796\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.57497\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.018258201\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.047003146\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4885351e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.76434875\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.5012678e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014854356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6607104\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.3786658\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010237594\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00045571712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8224357\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  7.13958e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011681096\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019947885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8443407\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.6137244e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10615438\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.836578\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0013092408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.082926095\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004061455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8685758e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30267987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.4698825e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75077146\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.11693751\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4092891e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009278963\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012312163\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028556443\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.426431e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.9922525e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10475493\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8638249\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.80055815\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00060909276\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5139704\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.51095676\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001327973\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.67070115\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00020250119\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.5408595e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042283636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007038969\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019444643\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5745359\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.61504346\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0004769142\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008139809\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.190045e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041918784\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017868774\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0068127015\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028554897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017526176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020553176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04595889\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8659019\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0030592168\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00055405014\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03167908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017390985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2550995\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014497817\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.082452096\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.2721481e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5939546e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.1671788e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8712784e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0985606e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.05438254\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.6461577e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  5.009249e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002326869\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002194687\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009585347\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029165097\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.890297\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00014158433\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00063640013\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005622073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028413735\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0902793e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016080274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.5224304e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.067557685\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.509937e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024346992\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9179954e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007230128\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3945548e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82356036\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.6394852e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.2957993e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005227267\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.951237e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010583904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.035487685\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015075655\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024506955\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00279169\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015929832\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012447278\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034926407\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0568657e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81596243\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.781836e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009396023\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2667458e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018835998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82631814\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00013807991\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003267767\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030793182\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8640223e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016557252\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.400516e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4584465e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046459916\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018886628\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00094768946\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.803668e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008189494\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.832008e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025699304\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002167335\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.362637e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029505359\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002390964\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00542455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1096013e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019938605\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84141755\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.83025354\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.27854\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027233036\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12978636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020142816\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029339863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008433062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9326349\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00017271626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018941956\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0063825576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0100494325\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.66355103\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.123751e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020201769\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09041149\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003500915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.63486e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039385866\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07126567\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005571793\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.736253e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005615069\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6955515e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004473316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13256292\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31371376\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1469225e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6421356e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016921591\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00033923207\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011867736\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5863208e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015756291\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.56167465\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00039316702\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016518228\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93744326\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.81992894\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.6112847e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85971034\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.531683e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027849947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28579903\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1444934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019486627\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001668054\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9428587\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0021690743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85257167\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.55659103\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.4573625\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.8271663e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8766376\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009075028\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01119522\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027624823\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022000067\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024954186\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.770895e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9322167\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7335482\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7923443\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001560017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7829457\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016965847\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.067466006\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6838349\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00025122295\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006083848\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021041105\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.83465415\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015448865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0108566e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.924147\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.023783106\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70735514\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.79114866\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.2798518e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022420289\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9458907\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.596676e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82898223\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00061994116\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6070451e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74508166\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86919314\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6637702\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.72639954\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.89057714\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.64404756\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.33261743\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90391046\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.93036085\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05968223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.227755e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.2040384e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9431082\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.73141575\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8365299\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86582386\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9471149\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.016446996\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2414787e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97057813\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00216391\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82848567\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6579315\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007919678\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9562156\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.42591652\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03041728\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008977614\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.240595e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0042209416\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94572157\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.24940816\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015077038\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6983011\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00070594996\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007113992\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12364122\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0735767e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.70004964\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.367628e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8969563\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5890351\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015181218\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95196843\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6953499\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.25386745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029989976\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.268503e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74364376\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00014458693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015891205\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3291798\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9242498\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014080584\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.46079525\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.21546453\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.58028156\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.29971766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0324\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.885959e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015608069\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3837439\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9312774\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.010855901\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17125311\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.1511434e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96131635\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.59209204\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.008105338\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020337831\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021579422\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011579953\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83823967\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8177418\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0024223952\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000280043\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7766517\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018716885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.42013243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7519061\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9790703\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7279179\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.75882095\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.1736472e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00789842\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88207275\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.8370114e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31483147\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95723015\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.3150163e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09629289\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005814882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003958822\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86774147\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.21962409\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11771994\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87069327\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0028495097\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048161796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2195243\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7618743\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9017384\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00045947975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0060362048\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.9314785e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029522961\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.0918256e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.66522455\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0019954673\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8661648\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2640253\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.33876365\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004009559\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19568662\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7832325\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.029194381\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00052433467\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86527085\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0022053993\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.7774535\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8700479\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7815954\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8383331\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001924853\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0058331457\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8408127\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8852739\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.16666171\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.799573\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9082663\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.4022984e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002709197\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004773657\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011722154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8247907\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8196957\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.93255144\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.5437061e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7939349\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012959107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.00191e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005672746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014184404\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10796707\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014178806\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24945405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9565627\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7551359\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.145301e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0053440593\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005938434\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00096322474\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0054209265\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009235603\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94909\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.489319e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9026204\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.06499192\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8365041\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.53050405\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.95228446\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7687992\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0027666893\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00046057123\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00017730368\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8493627\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00076773524\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010983695\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8272577\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.035278827\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3297819\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8135547\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.018066658\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007176138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.83325094\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00029545755\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24327989\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00037357758\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017024161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79252625\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9164248\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.580007\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.27001e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7099702e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030505876\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021454\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010490388\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018603567\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3849477e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3469083e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.0468694e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016443615\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009006762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97080237\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.84119916\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005050331\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021607733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31750742\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7370738\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.0714487e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84457946\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.17789069\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8460836\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8640752\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.0188646e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0082067\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01440581\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.35151637\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022892547\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011148035\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87800175\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.027986486\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7902649\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.81240845\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.13426451\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81924784\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.57664853\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0007104008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9321332\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00019611178\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.63609487\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.96354264\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5528083\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.4746696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10278887\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001348499\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95839775\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.7984015e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5358926e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03753098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9457733\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5072916\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.90185153\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.51161355\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.030852834\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007999166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01188554\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00018560178\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00079782703\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08914627\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4455174e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011372988\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94986284\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00022101562\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20507328\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09894348\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.9543974e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.74535e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.54151493\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.6346055e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.087299764\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0027606294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.32481074\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9902255\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  7.523486e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025149551\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08693026\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94274235\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.73526734\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.3408791e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019340328\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.049526967\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04013406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3361437e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0047185863\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86299044\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00060671836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8950738\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009151998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3892877\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007857814\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0051157284\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020864098\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0590836\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005567739\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.287845e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011189209\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82569605\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5416233\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8273685\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.002536432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9009332\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.006358809\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20139503\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00677599\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.51907885\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7526473\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.9116796e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019953413\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013808346\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0037316636\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9644639\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0067234696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20688112\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12187318\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020438696\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6033377\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7806787\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.1153534e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020324647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9453532\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9571439\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7187406\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004008553\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8287825e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046214763\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.4197812e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8609533\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0043632146\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8578047\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00069267204\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8688348\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.89639723\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8110808\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.407651e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.554145e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0029323353\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27138284\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035846548\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8895408\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.87446755\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.78196466\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00024270237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.856532e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014918285\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91591537\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.89093894\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8217669\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8468096\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.86838853\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0007762978\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.247767e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9240847\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9584895\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.91619927\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.3300304e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8385219\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012747725\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5490488\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0080142645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.941276e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24838482\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91759944\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.1443659e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7855091\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8406339\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0059637255\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027062872\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9010858\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.689255\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0003128782\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.54031605\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00010507297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007696765\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7730557\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.6718208e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41071624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018792104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0057241186\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.219105e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90683055\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.87533206\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0030977495\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023542238\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87952864\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.73080677\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0028853947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.57073903\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5292813\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.2043819\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01569735\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88180393\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5191691\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001445881\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03253915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88990676\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00031025978\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41105437\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.3854284e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81523925\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0026292733\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.007947466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14113177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.862112\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.84596616\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03808338\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85267913\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6232552\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0073551266\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5858284e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018454222\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005109045\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000108097076\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03165856\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00045328788\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6560946\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014106555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00044585185\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1743644\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034452297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.038092498\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00046338385\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.655302e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0083779935\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90679795\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014239337\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.753936e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002742728\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.199259e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019735625\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.229162e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030856614\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.064757e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019436017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013715894\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82899684\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  5.6477893e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012535666\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0018522606\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8359771e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020698262\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.819692e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025354574\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3927105e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003218665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5121828e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8506679\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0008640297\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78011054\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.4488758e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015343273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00022920122\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032447767\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.664904e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011082801\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.077669084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013795748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015528908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90219235\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0026035295\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1058889e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.061178815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00050148583\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5442998\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.1626023e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7915142\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.116479e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016145933\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89436555\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.055977e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81146574\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8425262\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.7146642e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8282756\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0045073936\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87681925\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.2574675e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90814865\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.13808398\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00451816\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9375506e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7838428\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.047481913\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.866557\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8968937\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00020065739\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88956296\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00072898867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6764439\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007839216\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.93707913\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.819657e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7335958\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9680136\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015340458\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.006756288\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8834592\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015026241\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010116204\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87475497\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.009994124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.057535406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00041735533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8576041\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0013981255\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5585e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2012686\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028912122\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004170359\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10885921\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010238164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005023444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43414083\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7917084e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12716164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030409733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030967317\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0061609815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026825652\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.835021\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0016840181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006499627\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.026402859\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0146922665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9716421\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.85394436\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.5676282\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004624724\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14220695\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030315746\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89065903\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05948747\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.90349346\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00045163688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.58500594\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0035484298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00061508047\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84188795\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0017282392\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007537982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024729239\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00097140396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.898893\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.023914129\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011786659\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014080107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00054232246\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8961857\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0060806773\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85179013\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0025872714\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011541138\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015384384\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9181017\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001092432\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14090396\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011804187\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.19254555e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.79477143\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00011664474\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8052605e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0046388106\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0065332977\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5012212e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85152245\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0009390036\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.80341953\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.6221714\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.5526416e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00043804682\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00057843013\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0077965176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011802971\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003906864\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.25708488\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007576793\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011241088\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.703213e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8106719\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00038750254\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8017637e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0023986287\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013412288\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.7449665e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.550481e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.43518255e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037379883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0058907475\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0937276\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3542798e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.97676635\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.040680353\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002667321\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006858484\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.6863652e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.9895975e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012000444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3160617\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1186047e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88333595\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.0592233e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08432018\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009188358\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045516845\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019653975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007503322\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.72968864\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.3822205e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.85211223\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019919947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12723395\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07454626\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011033949\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02681322\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8833635e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7770604\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.9695598e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027313796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.74131024\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0040438403\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.44606712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.913569e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8378923\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.2075971e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95459753\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.021329576\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019039008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022335632\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01421665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016311588\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5094711\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.22650325\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.410366e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021182537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015531324\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058191107\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0026585725\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7135997\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9020659\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0003261443\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.28497693\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013037665\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004379668\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.022018759\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.023187548\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007586104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030403066\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016609643\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84153855\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0012191132\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.346329\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.058871146\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002684485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00014950005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002939793\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.624458\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.018780934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9444462\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8397637\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0017058166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0039815963\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.28891551\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003449313\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045765527\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028262928\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035464715\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.040262386\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.053393e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9748821\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.29743508\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03788\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8736454\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013571569\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.040828794\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.59260476\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0073912647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031279393\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5191075\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.797556e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02496537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00036764317\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8434237\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00034501546\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028733535\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009063281\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005463885\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9128442\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0064415657\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.017229e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007980117\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9563331\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7885836\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.49008337\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9110025\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.024743872\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.06563705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024396657\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86795473\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.019121451\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018226758\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011243155\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030946558\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.23896965\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87446237\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00010649485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03135463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013176214\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.019122176\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9901447\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.104712635\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0043769535\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048603616\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1714952\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8278028\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0179938\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.800564e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12438056\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00045864919\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9065841\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00061153114\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043615833\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01177215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025054722\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0087542925\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.95643586\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015755283\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03886937\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030428406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4822102e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4063381\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.27545342\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039590895\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.656369e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.044710413\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012550361\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0534296e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9393355\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010682615\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004479247\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4751682e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025508957\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030509567\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000794127\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.721352e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.228526\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7789045\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.94964916\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8061169\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.05816756\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9046404\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.5127864e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010623218\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025216916\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78636867\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00048740883\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0007432073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8355443\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.042386502\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.3059745e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.077269815\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.330516e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7011448e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010765598\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5500213\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.04522288\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015909258\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.71290547\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.91637e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94540256\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0050060214\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87197584\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.1856036\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016864167\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.35649928\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039385978\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15874882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012252073\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003974353\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.082219616\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.050770223\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08432191\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008239661\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037133206\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0049671005\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009178808\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2745896e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.19158e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009736036\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019485567\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00565638\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9502394\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.138728e-05\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  3.5040863e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.90483e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6999997\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018023958\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.038892712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8041098\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.16791631\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00062784774\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.027491027\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6582592\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.013900216\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4263304\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00052776886\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.391788e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036973786\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0074136592\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00024249557\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7246997e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033519093\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.49004465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004178018\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008569178\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014428291\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.703788e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001999986\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020468951\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0025802879\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.5824085e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010046614\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013519543\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.8974e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3244114e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0077438727\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048848074\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00031562525\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.031158e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013223311\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.035082437\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021675837\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008191015\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.43314847\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82604146\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.017042043\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8914205\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00028904318\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010602166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8574286\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  6.714402e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015146205\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01613936\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012136721\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7123746e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007558701\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012538802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91987157\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7092907\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0059465007\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3355424e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90301615\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9099813\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.1823828e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.94072884\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.06760874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7990983\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.4943493e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033792981\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3854982\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.810436e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8181302\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7659805\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.18810998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.508702e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0127055235\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.065966405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.069373466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003281156\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.882208\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.23627017\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.5904646e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014585346\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009920242\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007354486\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30536804\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030518274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9727136\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9207615\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03867192\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011059934\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00026672595\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.45826963\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.9087652e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9123682\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01155284\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003927143\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9744298\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8285019\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8554083\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.001556697\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039666712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010788195\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.92617524\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.887418e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002923261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8431322\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00021390733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.030879622\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.61766154\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.68903685\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9105062\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.584604e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00089595065\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.066886865\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034489792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002434236\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010195465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08906305\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9273844\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0018212298\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.25179607\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89521503\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.85924983\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.061946634\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018509684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017462191\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005029912\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04928714\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.78093827\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.9397117\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.76715475\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0046242783\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0053520747\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  1.04288205e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3758555e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.6911366e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012043596\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08053471\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011788415\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015853463\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.046058e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010041129\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029925292\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04103812\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013243549\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.827453\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.000670393\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7662847\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.01006087\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.105146624\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.037118323\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11831653\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.20244753\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.583896e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.1264613\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08863897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005266984\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7270512\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.002300306\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8210426\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8516733\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7423514\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.25637448\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4827179\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19079302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12689184\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.35774517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0028425867\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01944208\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014450271\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032350257\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.91924614\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.021795575\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.044954304\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024977053\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00071697164\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018421602\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004399012\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.344274\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.75384533\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.02053474\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7376195\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00036708947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010022998\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012653684\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.1246363e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003142645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015261167\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.1788582e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010787856\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16098712\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10069647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0072881905\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8811011\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.005952908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010295334\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016007929\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018843062\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8746025\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.75868154\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0014896195\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00027593132\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.81559265\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00086591044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005458037\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.56163526\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.496599e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.46076882\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011297812\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004412294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043848705\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7599659\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.53036374\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  8.82918e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07279737\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.090115555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004722769\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003939387\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88309634\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014483868\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.047716737\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0093753645\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.33356476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00067184103\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0059839906\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00033204918\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024103925\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019068166\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00038326805\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015364419\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025041084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.049261294\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00034532347\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3800969e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003525803\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.2658241\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84819424\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07066227\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.24451451\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.16663562\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016040549\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014386486\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8318572\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.006613466\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.726799e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.012520802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.075998195\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00021144519\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011284003\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010879182\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020328958\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00077187555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0022271124\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009795845\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.4062068e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.48170316\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033623464\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011774874\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0017613464\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004891714\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034788144\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6409663\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0062277582\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021227261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.016000925\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036953434\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.86077315\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.011444926\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89557046\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.004356736\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.04968084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0020916136\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.041017387\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.6447515e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.121747494\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004897761\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00012475302\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.12367894\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01601875\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.17308134\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.51306486\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.015990527\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.036260493\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008781055\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025498908\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.005330215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00041002632\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001463566\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00421537\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031886533\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03664015\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00035388465\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008851759\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7499941\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.007746181\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7119404e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.092098154\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.040448215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14948173\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.53760964\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.40701458\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015245807\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.573765\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  7.601891e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017931657\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.842651e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.541751e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00026255104\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015187609\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.661381e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77665794\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0014124049\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.834813e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.808469e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019204413\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0036305285\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00015759893\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015176167\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.0728933e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.362331e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0105488915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002917762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.102004424\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.1321312e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3218265e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001790254\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0038757718\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.88438636\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0010630586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.702941e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0145826e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003097617\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009340399\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011580747\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07360618\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003773121\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2752378e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020055218\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003877416\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.4995343e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025305405\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.9094997e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5577079e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021546455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009101949\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.57234156\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.7812109\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  9.64523e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.8760365e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025915896\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.9516814e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.65911e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.2605552e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.58794e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.276953e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.48616332\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007115399\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8563449e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8274955e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013737093\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.0094654e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4036398e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010442751\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0706586\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0033896975\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008777669\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.038944844\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00731101\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00016775173\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.010809e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07599796\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.6803635e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019860242\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.9003746e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.49070513\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.919377e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.0550615e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007484044\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6454842\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.014550307\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.10084312\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.882949e-10\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.950447e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0004774491\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0008248742\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.046189215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021034792\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5148245e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.2360444e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.033070546\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00038018977\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.492538e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.6071164e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048066583\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.00948019\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.2705916e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.325836e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007093939\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011298802\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.41112462\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.3070157e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020583736\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02209213\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0053246133\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09133868\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013605859\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005902008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.043390907\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.44151354\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.87767804\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.9329357e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000606152\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0075624045\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18565866\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010555583\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042024273\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4185313e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.057516485\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024602845\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.004459617\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02014852\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.19457358\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019564517\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00030786896\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3532174\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.84360963\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0005475826\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025131436\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0035865153\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.297953e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028504521\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.52877194\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00034134206\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.029270446\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0013940205\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045045897\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77822286\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.7725413e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15874833\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.52271485\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.1278177e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00019019721\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00077794475\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00045820783\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3833185\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.042142607\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3881755e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01846084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0006673676\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0003865385\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.11014573\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.015378729\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0048845555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0012578352\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032894786\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0438304e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.29021356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.045947455\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.02325702\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.7540355e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00040431748\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009954782\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8000439\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.8357198\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.27650493\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13940738\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.15933488\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0071798763\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0010601822\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00025550483\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.9811196e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82984763\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0008460935\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003683244\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039805647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.018401237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028961046\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0009754755\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30782694\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.3900892\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07863644\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.07970408\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.6466456\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00034155688\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011085731\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0027738356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.14319246\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9067454\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.77175385\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.022228397\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00048363555\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011577167\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0044157845\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0040051597\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039847296\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8415999\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.04687797\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0032595543\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000119808945\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.86682\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.5151242e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.4562161\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00028558762\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.039740417\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.003947497\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00044285084\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8448497\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.00014879434\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.1180437e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89819926\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.012293003\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.08609787\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0034324133\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9021454\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  1.2121652e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0095561175\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.30251735\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3623488e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7126493\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0008271458\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016053215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015335237\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.38751903\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  0.0035007244\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.53801215\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.032724008\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.679777e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2561748e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021523444\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0021885722\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0049827923\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.6374872e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.007859159\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.8226486e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002863137\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.76590943\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0031654658\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.5576574e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000572177\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.609597e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9270211\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.003619506\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.060386676\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.021360222\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020781947\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0031269647\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5693564e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009859758\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.18789265\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011326823\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.2699851e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09518141\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  8.4522617e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.2161926e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0045757988\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.017247261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001887987\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.8683132\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.049287584\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  7.4398818e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.77496135\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.07693358\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.963137e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.0928524e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.77568e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.788117e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.01653904\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.000930985\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0005375261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.020988498\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00172145\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.011874698\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0016359478\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00077306\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.3999466e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00599766\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.03640916\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.8368328e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82043254\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.051088676\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.13425638\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.777151e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00054146914\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.5207434e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0050399476\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89422685\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  4.6875503e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0030547366\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013588923\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025015261\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008328852\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.032111835\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0054849028\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.5489211\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  2.7540405e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00010196745\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00058389734\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9108253\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0013785713\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.9383103\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  3.1029888e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002929122\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.701762e-09\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3877652e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009250948\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00013239916\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014910012\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.362155e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.2082098e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0001042356\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.827649e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.90629005\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.03376937\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.009188704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0014557733\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.024038915\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  6.8682155e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82193404\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.017497215\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014737259\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.515082e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0015247421\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.028836487\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0011190157\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  3.689624e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7926012e-08\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.010365765\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31779188\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.7930325e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3035736e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.013987742\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.22695136\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.031371374\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  9.047256e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0002962812\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.89747596\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0062470497\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  2.7059803e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.3109841e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0043664346\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  5.620888e-07\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  4.618972e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.36087286\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0024964772\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.008158227\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00020732704\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4425719e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  1.4620728e-05\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.025580958\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.002974898\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.014532907\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00315933\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.001585571\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.09329632\n",
      "Holding smartphone:  False\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw prediction results:  7.0598667e-06\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.00011156868\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0041867406\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.7847586\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.80653024\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0032327427\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.82157576\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.017500494\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.0019442617\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.96171963\n",
      "Holding smartphone:  True\n",
      "Raw prediction results:  0.0040708315\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.29971135\n",
      "Holding smartphone:  False\n",
      "Raw prediction results:  0.31029555\n",
      "Holding smartphone:  False\n"
     ]
    }
   ],
   "source": [
    "# sort into two different folders basde on trained model\n",
    "# this reduces time to manually sort them\n",
    "# after this, manually fix the classes\n",
    "i = 0\n",
    "for f in allfiles:\n",
    "    cropped_image = Image.open(fpath + f).convert(\"RGB\").resize((224, 224))\n",
    "    result = predict_smato(cropped_image, model)\n",
    "    print(\"Holding smartphone: \", result)\n",
    "    cropped_image = cropped_image.resize((100, 200))\n",
    "    if result:\n",
    "        cropped_image.save(f\"with/1true_{i}.png\")\n",
    "    else:\n",
    "        cropped_image.save(f\"without/1false_{i}.png\")\n",
    "    i += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8a253643",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "565 with smartphone pictures found.\n"
     ]
    }
   ],
   "source": [
    "# add flipped images to augment data\n",
    "fpath = \"with/\"\n",
    "allfiles = [f for f in listdir(fpath) if isfile(join(fpath, f))]\n",
    "print(len(allfiles), \"with smartphone pictures found.\")\n",
    "\n",
    "for f in allfiles:\n",
    "    original_img = Image.open(fpath + f)\n",
    "    horz_img = original_img.transpose(method=Image.FLIP_LEFT_RIGHT)\n",
    "    horz_img.save(fpath + \"flipped_\" + f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "feb39c62",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "125 without smartphone pictures found.\n"
     ]
    }
   ],
   "source": [
    "# add flipped images to augment data\n",
    "fpath = \"without/\"\n",
    "allfiles = [f for f in listdir(fpath) if isfile(join(fpath, f))]\n",
    "print(len(allfiles), \"without smartphone pictures found.\")\n",
    "\n",
    "for f in allfiles:\n",
    "    original_img = Image.open(fpath + f)\n",
    "    horz_img = original_img.transpose(method=Image.FLIP_LEFT_RIGHT)\n",
    "    horz_img.save(fpath + \"flipped_\" + f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c39fa79c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}