word_boundaries_add_evaluation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Find word boundaries in BH"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This seq2seq model finds word boundaries in consonantal texts in BH. It makes word boundary predictions on the book of Jonah, after being trained on the rest of the MT."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\geitb\\Anaconda3\\lib\\site-packages\\h5py\\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n",
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "from keras.models import Model\n",
    "from keras.layers import Input, LSTM, Dense\n",
    "import numpy as np\n",
    "\n",
    "from sklearn.utils import shuffle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TF app is up-to-date.\n",
      "Using annotation/app-bhsa commit 806f4fc237348be26ec06ac86e3e2c5888504753 (=latest)\n",
      "  in C:\\Users\\geitb/text-fabric-data/__apps__/bhsa.\n",
      "Using etcbc/bhsa/tf - c r1.5 in C:\\Users\\geitb/text-fabric-data\n",
      "Using etcbc/phono/tf - c r1.2 in C:\\Users\\geitb/text-fabric-data\n",
      "Using etcbc/parallels/tf - c r1.2 in C:\\Users\\geitb/text-fabric-data\n"
     ]
    },
    {
     "data": {
      "text/markdown": [
       "**Documentation:** <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa\" title=\"provenance of BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis\">BHSA</a> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Writing/Hebrew\" title=\"('Hebrew characters and transcriptions',)\">Character table</a> <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/0_home.html\" title=\"BHSA feature documentation\">Feature docs</a> <a target=\"_blank\" href=\"https://github.com/annotation/app-bhsa\" title=\"bhsa API documentation\">bhsa API</a> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/\" title=\"text-fabric-api\">Text-Fabric API 7.3.15</a> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Use/Search/\" title=\"Search Templates Introduction and Reference\">Search Reference</a>"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
      "text/html": [
       "<details open><summary><b>Loaded features</b>:</summary>\n",
       "<p><b>BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis</b>: <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/book.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\book.tf\">book</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/book@ll.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\book@am.tf\">book@ll</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/chapter.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\chapter.tf\">chapter</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/code.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\code.tf\">code</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/det.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\det.tf\">det</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/freq_lex.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\freq_lex.tf\">freq_lex</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/function.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\function.tf\">function</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/g_word.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\g_word.tf\">g_word</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/g_word_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\g_word_utf8.tf\">g_word_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/gloss.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\gloss.tf\">gloss</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/gn.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\gn.tf\">gn</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/label.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\label.tf\">label</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/language.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\language.tf\">language</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/lex.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\lex.tf\">lex</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/lex_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\lex_utf8.tf\">lex_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/ls.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\ls.tf\">ls</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/nametype.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\nametype.tf\">nametype</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/nu.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\nu.tf\">nu</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/number.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\number.tf\">number</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/otype.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\otype.tf\">otype</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/pdp.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\pdp.tf\">pdp</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/prs_gn.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\prs_gn.tf\">prs_gn</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/prs_nu.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\prs_nu.tf\">prs_nu</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/prs_ps.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\prs_ps.tf\">prs_ps</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/ps.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\ps.tf\">ps</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/qere.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\qere.tf\">qere</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/qere_trailer.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\qere_trailer.tf\">qere_trailer</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/qere_trailer_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\qere_trailer_utf8.tf\">qere_trailer_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/qere_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\qere_utf8.tf\">qere_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/rank_lex.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\rank_lex.tf\">rank_lex</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/rela.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\rela.tf\">rela</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/sp.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\sp.tf\">sp</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/st.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\st.tf\">st</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/trailer.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\trailer.tf\">trailer</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/trailer_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\trailer_utf8.tf\">trailer_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/txt.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\txt.tf\">txt</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/typ.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\typ.tf\">typ</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/verse.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\verse.tf\">verse</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/voc_lex.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\voc_lex.tf\">voc_lex</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/voc_lex_utf8.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\voc_lex_utf8.tf\">voc_lex_utf8</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/vs.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\vs.tf\">vs</a>  <a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/vt.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\vt.tf\">vt</a>  <b><i><a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/mother.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\mother.tf\">mother</a></i></b>  <b><i><a target=\"_blank\" href=\"https://etcbc.github.io/bhsa/features/hebrew/c/oslots.html\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/bhsa/tf/c\\oslots.tf\">oslots</a></i></b> </p><p><b>Parallel Passages</b>: <b><i><a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/parallels/blob/master/programs/parallels.ipynb\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/parallels/tf/c\\crossref.tf\">crossref</a></i></b> </p><p><b>Phonetic Transcriptions</b>: <a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/phono/blob/master/programs/phono.ipynb\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/phono/tf/c\\phono.tf\">phono</a>  <a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/phono/blob/master/programs/phono.ipynb\" title=\"C:\\Users\\geitb/text-fabric-data/etcbc/phono/tf/c\\phono_trailer.tf\">phono_trailer</a> </p></details>"
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       "}\n",
       "\n",
       ":root {\n",
       "\t--hl-strong:        hsla( 60, 100%,  70%, 0.9  );\n",
       "\t--hl-rim:           hsla( 55, 100%,  60%, 0.9  );\n",
       "\t--hl-dark:          hsla( 55, 100%,  40%, 0.9  );\n",
       "}\n",
       "</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<details open><summary><b>API members</b>:</summary>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">C Computed</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">Call AllComputeds</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">Cs ComputedString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">E Edge</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">Eall AllEdges</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">Es EdgeString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">ensureLoaded</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">TF</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">ignored</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">loadLog</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Locality/#locality\" title=\"doc\">L Locality</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">cache</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">error</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">indent</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">info</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">reset</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">N Nodes</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortKey</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortKeyTuple</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">otypeRank</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortNodes</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">F Feature</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">Fall AllFeatures</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">Fs FeatureString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Search/#search\" title=\"doc\">S Search</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Text/#text\" title=\"doc\">T Text</a></details>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from tf.app import use\n",
    "A = use('bhsa', hoist=globals())\n",
    "A.displaySetup(extraFeatures='g_cons')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A train and test set are defined. The model is trained on all the books of the MT, except Jonah. The model will be used to predict parts of speech for this book."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The data are prepared."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def prepare_train_data():\n",
    "    \"\"\"\"\n",
    "    \n",
    "    \"\"\"\n",
    "\n",
    "    input_chunks = []\n",
    "    output_chunks = []\n",
    "    input_vocab = set()\n",
    "    output_vocab = {'x', '\\t', '\\n', 'w'}\n",
    "    all_chars = set()\n",
    "    \n",
    "    for word in F.otype.s('word'):\n",
    "        for char in (F.g_cons.v(word)):\n",
    "            all_chars.add(char)\n",
    "    all_chars.add(' ')\n",
    "    all_chars.add('־')\n",
    "\n",
    "    for bo in F.otype.s(\"book\"): \n",
    "        \n",
    "        # exclude Jonah from train data\n",
    "        if F.book.v(bo) == \"Jona\":\n",
    "            continue\n",
    "        \n",
    "        words_in_book = L.d(bo, \"word\")\n",
    "        \n",
    "        # prepare the train input\n",
    "        # add space if g_cons has value '' (empty), often ketiv/qere issues like the BNJ in Judges 20:13\n",
    "        train_text = \"\".join([\"\".join([F.g_cons.v(wo), F.trailer_utf8.v(wo)]) if (F.g_cons.v(wo) != '' or F.lex.v(wo) == 'H') else ' ' for wo in words_in_book])\n",
    "        train_text = \"\".join([char for char in train_text if char in all_chars])\n",
    "        train_text = train_text.replace(\"  \", \" \")\n",
    "        #train_text = train_text.replace(\"־ \", \" \")\n",
    "        train_split = train_text.split(' ')\n",
    "        for unit in range(len(train_split)-5):\n",
    "            input_chunk = ''\n",
    "            for piece in range(unit, unit+5):\n",
    "                input_chunk += train_split[piece]\n",
    "                input_chunk += ' '\n",
    "            input_chunks.append(input_chunk.strip())\n",
    "\n",
    "            for char in input_chunk:\n",
    "                input_vocab.add(char)\n",
    "            \n",
    "        # prepare the train output \n",
    "        train_out = ''.join([''.join([''.join(['x' for char in F.g_cons.v(wo)]), 'w', F.trailer_utf8.v(wo)]) if (F.g_cons.v(wo) != '' or F.lex.v(wo) == 'H') else ' ' for wo in words_in_book ])\n",
    "        train_out2 = ''.join([char for char in train_out if char in {'x', 'w', ' '}]).strip()\n",
    "        train_out2 = train_out2.replace(\"  \", \" \")\n",
    "        train_out_split = train_out2.split(' ')\n",
    "        for unit in range(len(train_out_split)-4):\n",
    "            output_chunk = ''\n",
    "            for piece in range(unit, unit+5):\n",
    "                output_chunk += train_out_split[piece]\n",
    "                #output_chunk += ' '\n",
    "                \n",
    "            output_chunk2 = ['\\t']\n",
    "            for elem in output_chunk.strip():\n",
    "                output_chunk2.append(elem)\n",
    "            output_chunk2.append('\\n')\n",
    "            output_chunks.append(output_chunk2)\n",
    "        \n",
    "    \n",
    "    input_chars = sorted(list(input_vocab))\n",
    "    output_vocab = sorted(list(output_vocab))\n",
    "    \n",
    "    max_len_input = max([len(clause) for clause in input_chunks])\n",
    "    max_len_output = max([len(output_phr) for output_phr in output_chunks])\n",
    "    \n",
    "    # shuffle the data\n",
    "    #input_clauses, output_phrases = shuffle(input_clauses, output_phrases)\n",
    "    \n",
    "    return input_chunks, output_chunks, input_vocab, output_vocab, max_len_input, max_len_output, all_chars"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def prepare_test_data(all_chars):\n",
    "    \"\"\"\n",
    "    The function returns:\n",
    "    input_chunks, a list containing the text of chunks in Jonah\n",
    "    \"\"\"\n",
    "    input_chunks = []\n",
    "    output_chunks = []\n",
    "    \n",
    "    for bo in F.otype.s(\"book\"): \n",
    "\n",
    "        if F.book.v(bo) != \"Jona\":\n",
    "            continue\n",
    "        \n",
    "        words_in_book = L.d(bo, \"word\")\n",
    "\n",
    "        # prepare the test input\n",
    "        jona_text = \"\".join([\"\".join([F.g_cons.v(wo), F.trailer_utf8.v(wo)]) if (F.g_cons.v(wo) != '') else (' ' if F.lex.v(wo) != 'H' else '') for wo in words_in_book])\n",
    "\n",
    "        jona_text = \"\".join([char for char in jona_text if char in all_chars])\n",
    "        jona_text = jona_text.replace(\"  \", \" \")\n",
    "        jona_split = jona_text.split(' ')\n",
    "        for unit in range(len(jona_split)-5):\n",
    "            input_chunk = ''\n",
    "            for piece in range(unit, unit+5):\n",
    "                input_chunk += jona_split[piece]\n",
    "                input_chunk += ' '\n",
    "            input_chunks.append(input_chunk.strip())\n",
    "\n",
    "        # prepare test output\n",
    "        test_out = ''.join([''.join([''.join(['x' for char in F.g_cons.v(wo)]), 'w', F.trailer_utf8.v(wo)]) if (F.g_cons.v(wo) != '' or F.lex.v(wo) == 'H') else ' ' for wo in words_in_book ])\n",
    "        test_out2 = ''.join([char for char in test_out if char in {'x', 'w', ' '}]).strip()\n",
    "        test_out2 = test_out2.replace(\"  \", \" \")\n",
    "        test_out_split = test_out2.split(' ')\n",
    "        for unit in range(len(test_out_split)-4):\n",
    "            output_chunk = ''\n",
    "            for piece in range(unit, unit+5):\n",
    "                output_chunk += test_out_split[piece]\n",
    "                \n",
    "            output_chunk2 = ['\\t']\n",
    "            for elem in output_chunk.strip():\n",
    "                output_chunk2.append(elem)\n",
    "            output_chunk2.append('\\n')\n",
    "            output_chunks.append(output_chunk2)\n",
    "            \n",
    "        # prepare test output, word nodes per chunk\n",
    "        output_n_chunks = []\n",
    "        test_nodes = ''.join([''.join([str(wo), 'w', F.trailer_utf8.v(wo)]) if (F.g_cons.v(wo) != '' or F.lex.v(wo) == 'H') else ' ' for wo in words_in_book ])\n",
    "        test_nodes2 = ''.join([char for char in test_nodes if char in {'1' ,'2','3','4','5','6','7','8','9','0', 'w', ' '}]).strip()\n",
    "        test_nodes2 = test_nodes2.replace(\"  \", \" \")\n",
    "        test_nodes_split = test_nodes2.split(' ')\n",
    "        \n",
    "        for unit in range(len(test_nodes_split)-4):\n",
    "            output_n_chunk = []\n",
    "            for piece in range(unit, unit+5):\n",
    "                output_n_chunk.append(test_nodes_split[piece])\n",
    "                \n",
    "            output_n_chunk = ''.join((output_n_chunk)) \n",
    "            output_n_chunk = output_n_chunk.split('w')[:-1]\n",
    "            output_n_chunk = [int(wo) for wo in output_n_chunk]\n",
    "\n",
    "            output_n_chunks.append(output_n_chunk)\n",
    "        \n",
    "    \n",
    "    return input_chunks, output_chunks, output_n_chunks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_dicts(input_vocab, output_vocab):\n",
    "    \"\"\"\n",
    "    The network can only handle numeric data. This function provides four dicts. \n",
    "    Two of them map between integers and the input characters (one dict for every direction), the other two \n",
    "    map between integers and parts of speech.\n",
    "    \"\"\"\n",
    "\n",
    "    \n",
    "    input_idx2char = {}\n",
    "    input_char2idx = {}\n",
    "\n",
    "    for k, v in enumerate(input_chars):\n",
    "        input_idx2char[k] = v\n",
    "        input_char2idx[v] = k\n",
    "        \n",
    "    output_idx2char = {}\n",
    "    output_char2idx = {}\n",
    "    \n",
    "    for k, v in enumerate(output_vocab):\n",
    "        output_idx2char[k] = v\n",
    "        output_char2idx[v] = k\n",
    "     \n",
    "    \n",
    "    return input_idx2char, input_char2idx, output_idx2char, output_char2idx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def one_hot_encode(nb_samples, max_len_input, max_len_output, input_chars, output_vocab, input_char2idx, output_char2idx, input_clauses, output_pos):\n",
    "    \"\"\"\n",
    "    Categorical data are generally one-hot encoded in neural networks, which is done here.\n",
    "    \n",
    "    \"\"\"\n",
    "\n",
    "    tokenized_input_data = np.zeros(shape = (nb_samples,max_len_input,len(input_chars)), dtype='float32')\n",
    "    tokenized_output = np.zeros(shape = (nb_samples,max_len_output,len(output_vocab)), dtype='float32')\n",
    "    target_data = np.zeros((nb_samples, max_len_output, len(output_vocab)),dtype='float32')\n",
    "\n",
    "    for i in range(nb_samples):\n",
    "        for k, ch in enumerate(input_clauses[i]):\n",
    "            tokenized_input_data[i, k, input_char2idx[ch]] = 1\n",
    "        \n",
    "        for k, ch in enumerate(output_pos[i]):\n",
    "            tokenized_output[i, k, output_char2idx[ch]] = 1\n",
    "\n",
    "            # decoder_target_data will be ahead by one timestep and will not include the start character.\n",
    "            if k > 0:\n",
    "                target_data[i, k-1, output_char2idx[ch]] = 1\n",
    "                \n",
    "    return tokenized_input_data, tokenized_output, target_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def define_LSTM_model(input_chars, output_vocab):\n",
    "    \"\"\"\n",
    "    \n",
    "    \n",
    "    \"\"\"\n",
    "\n",
    "    # Encoder model\n",
    "\n",
    "    encoder_input = Input(shape=(None,len(input_chars)))\n",
    "    encoder_LSTM = LSTM(256,activation = 'relu',return_state = True, return_sequences=True)(encoder_input)\n",
    "    encoder_LSTM = LSTM(256,return_state = True)(encoder_LSTM)\n",
    "    encoder_outputs, encoder_h, encoder_c = encoder_LSTM\n",
    "    encoder_states = [encoder_h, encoder_c]\n",
    "    \n",
    "    # Decoder model\n",
    "\n",
    "    decoder_input = Input(shape=(None,len(output_vocab)))\n",
    "    decoder_LSTM = LSTM(256, return_sequences=True, return_state = True)\n",
    "    decoder_out, _ , _ = decoder_LSTM(decoder_input, initial_state=encoder_states)\n",
    "    decoder_dense = Dense(len(output_vocab), activation='softmax')\n",
    "    decoder_out = decoder_dense (decoder_out)\n",
    "    \n",
    "    model = Model(inputs=[encoder_input, decoder_input],outputs=[decoder_out])\n",
    "\n",
    "    model.summary()\n",
    "\n",
    "    return encoder_input, encoder_states, decoder_input, decoder_LSTM, decoder_dense, model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compile_and_train(model, tokenized_input, tokenized_output, batch_size, epochs, validation_split):\n",
    "\n",
    "    model.compile(optimizer='adam', loss='categorical_crossentropy')\n",
    "    model.fit(x=[tokenized_input,tokenized_output], \n",
    "              y=target_data,\n",
    "              batch_size=batch_size,\n",
    "              epochs=epochs,\n",
    "              validation_split=validation_split)\n",
    "    \n",
    "    return model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "nb_samples = 261000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_clauses, output_pos, input_chars, output_vocab, max_len_input, max_len_output, all_chars = prepare_train_data()\n",
    "input_idx2char, input_char2idx, output_idx2char, output_char2idx = create_dicts(input_chars, output_vocab)\n",
    "tokenized_input, tokenized_output, target_data = one_hot_encode(nb_samples, max_len_input, max_len_output, input_chars, output_vocab, input_char2idx, output_char2idx, input_clauses, output_pos)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "261768 261768\n"
     ]
    }
   ],
   "source": [
    "print(len(input_clauses), len(output_pos))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_clauses, output_test, output_nodes = prepare_test_data(all_chars)\n",
    "tokenized_test_data, _, _ = one_hot_encode(len(test_clauses), max_len_input, max_len_output, input_chars, output_vocab, input_char2idx, output_char2idx, test_clauses, output_pos)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "580 580\n"
     ]
    }
   ],
   "source": [
    "print(len(test_clauses), len(output_test))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "__________________________________________________________________________________________________\n",
      "Layer (type)                    Output Shape         Param #     Connected to                     \n",
      "==================================================================================================\n",
      "input_9 (InputLayer)            (None, None, 26)     0                                            \n",
      "__________________________________________________________________________________________________\n",
      "lstm_7 (LSTM)                   [(None, None, 256),  289792      input_9[0][0]                    \n",
      "__________________________________________________________________________________________________\n",
      "input_10 (InputLayer)           (None, None, 4)      0                                            \n",
      "__________________________________________________________________________________________________\n",
      "lstm_8 (LSTM)                   [(None, 256), (None, 525312      lstm_7[0][0]                     \n",
      "                                                                 lstm_7[0][1]                     \n",
      "                                                                 lstm_7[0][2]                     \n",
      "__________________________________________________________________________________________________\n",
      "lstm_9 (LSTM)                   [(None, None, 256),  267264      input_10[0][0]                   \n",
      "                                                                 lstm_8[0][1]                     \n",
      "                                                                 lstm_8[0][2]                     \n",
      "__________________________________________________________________________________________________\n",
      "dense_3 (Dense)                 (None, None, 4)      1028        lstm_9[0][0]                     \n",
      "==================================================================================================\n",
      "Total params: 1,083,396\n",
      "Trainable params: 1,083,396\n",
      "Non-trainable params: 0\n",
      "__________________________________________________________________________________________________\n",
      "Train on 234900 samples, validate on 26100 samples\n",
      "Epoch 1/70\n",
      "234900/234900 [==============================] - 131s 559us/step - loss: 0.2367 - val_loss: 0.2067\n",
      "Epoch 2/70\n",
      "234900/234900 [==============================] - 126s 537us/step - loss: 0.1956 - val_loss: 0.1964\n",
      "Epoch 3/70\n",
      "234900/234900 [==============================] - 126s 534us/step - loss: 0.1886 - val_loss: 0.2004\n",
      "Epoch 4/70\n",
      "234900/234900 [==============================] - 123s 525us/step - loss: 0.1843 - val_loss: 0.2134\n",
      "Epoch 5/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.1795 - val_loss: 0.1695\n",
      "Epoch 6/70\n",
      "234900/234900 [==============================] - 123s 525us/step - loss: 0.1634 - val_loss: 0.1896\n",
      "Epoch 7/70\n",
      "234900/234900 [==============================] - 123s 525us/step - loss: 0.1596 - val_loss: 0.1538\n",
      "Epoch 8/70\n",
      "234900/234900 [==============================] - 125s 531us/step - loss: 0.1488 - val_loss: 0.1399\n",
      "Epoch 9/70\n",
      "234900/234900 [==============================] - 125s 532us/step - loss: 0.1413 - val_loss: 0.1356\n",
      "Epoch 10/70\n",
      "234900/234900 [==============================] - 125s 533us/step - loss: 0.1383 - val_loss: 0.1527\n",
      "Epoch 11/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.1286 - val_loss: 0.1537\n",
      "Epoch 12/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.1272 - val_loss: 0.1398\n",
      "Epoch 13/70\n",
      "234900/234900 [==============================] - 123s 525us/step - loss: 0.1255 - val_loss: 0.1663\n",
      "Epoch 14/70\n",
      "234900/234900 [==============================] - 123s 525us/step - loss: 0.1264 - val_loss: 0.1201\n",
      "Epoch 15/70\n",
      "234900/234900 [==============================] - 125s 530us/step - loss: 0.1145 - val_loss: 0.1132\n",
      "Epoch 16/70\n",
      "234900/234900 [==============================] - 125s 530us/step - loss: 0.1043 - val_loss: 0.2257\n",
      "Epoch 17/70\n",
      "234900/234900 [==============================] - 127s 540us/step - loss: 0.1021 - val_loss: 0.1472\n",
      "Epoch 18/70\n",
      "234900/234900 [==============================] - 124s 528us/step - loss: 0.0926 - val_loss: 0.1102\n",
      "Epoch 19/70\n",
      "234900/234900 [==============================] - 127s 541us/step - loss: 0.0868 - val_loss: 0.0789\n",
      "Epoch 20/70\n",
      "234900/234900 [==============================] - 128s 544us/step - loss: 0.0753 - val_loss: 0.1280\n",
      "Epoch 21/70\n",
      "234900/234900 [==============================] - 131s 556us/step - loss: 0.0667 - val_loss: 0.0611\n",
      "Epoch 22/70\n",
      "234900/234900 [==============================] - 125s 531us/step - loss: 0.0583 - val_loss: 0.0540\n",
      "Epoch 23/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.0533 - val_loss: 0.0481\n",
      "Epoch 24/70\n",
      "234900/234900 [==============================] - 123s 526us/step - loss: 0.0533 - val_loss: 0.0627\n",
      "Epoch 25/70\n",
      "234900/234900 [==============================] - 132s 563us/step - loss: 0.0367 - val_loss: 0.0369\n",
      "Epoch 26/70\n",
      "234900/234900 [==============================] - 129s 547us/step - loss: 0.0286 - val_loss: 0.0295\n",
      "Epoch 27/70\n",
      "234900/234900 [==============================] - 125s 533us/step - loss: 0.0398 - val_loss: 0.0468\n",
      "Epoch 28/70\n",
      "234900/234900 [==============================] - 126s 538us/step - loss: 0.0285 - val_loss: 0.2656\n",
      "Epoch 29/70\n",
      "234900/234900 [==============================] - 125s 534us/step - loss: 0.0314 - val_loss: 0.0261\n",
      "Epoch 30/70\n",
      "234900/234900 [==============================] - 125s 533us/step - loss: 0.0216 - val_loss: 0.0224\n",
      "Epoch 31/70\n",
      "234900/234900 [==============================] - 126s 534us/step - loss: 0.0352 - val_loss: 0.0259\n",
      "Epoch 32/70\n",
      "234900/234900 [==============================] - 129s 550us/step - loss: 0.0275 - val_loss: 0.0271\n",
      "Epoch 33/70\n",
      "234900/234900 [==============================] - 128s 543us/step - loss: 0.0186 - val_loss: 0.0217\n",
      "Epoch 34/70\n",
      "234900/234900 [==============================] - 131s 556us/step - loss: 0.0244 - val_loss: 0.0200\n",
      "Epoch 35/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.0175 - val_loss: 0.0566\n",
      "Epoch 36/70\n",
      "234900/234900 [==============================] - 129s 551us/step - loss: 0.0159 - val_loss: 0.0170\n",
      "Epoch 37/70\n",
      "234900/234900 [==============================] - 126s 538us/step - loss: 0.0240 - val_loss: 0.0169\n",
      "Epoch 38/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.0208 - val_loss: 0.0196\n",
      "Epoch 39/70\n",
      "234900/234900 [==============================] - 123s 523us/step - loss: 0.0132 - val_loss: 0.0159\n",
      "Epoch 40/70\n",
      "234900/234900 [==============================] - 127s 541us/step - loss: 0.0123 - val_loss: 0.0169\n",
      "Epoch 41/70\n",
      "234900/234900 [==============================] - 124s 526us/step - loss: 0.0173 - val_loss: 0.0146\n",
      "Epoch 42/70\n",
      "234900/234900 [==============================] - 124s 528us/step - loss: 0.0150 - val_loss: 0.0145\n",
      "Epoch 43/70\n",
      "234900/234900 [==============================] - 129s 550us/step - loss: 0.0165 - val_loss: 0.0144\n",
      "Epoch 44/70\n",
      "234900/234900 [==============================] - 136s 578us/step - loss: 0.0102 - val_loss: 0.0147\n",
      "Epoch 45/70\n",
      "234900/234900 [==============================] - 134s 572us/step - loss: 0.0149 - val_loss: 0.0130\n",
      "Epoch 46/70\n",
      "234900/234900 [==============================] - 129s 550us/step - loss: 0.0096 - val_loss: 0.0137\n",
      "Epoch 47/70\n",
      "234900/234900 [==============================] - 127s 541us/step - loss: 0.0096 - val_loss: 0.2872\n",
      "Epoch 48/70\n",
      "234900/234900 [==============================] - 127s 541us/step - loss: 0.0186 - val_loss: 0.0131\n",
      "Epoch 49/70\n",
      "234900/234900 [==============================] - 131s 556us/step - loss: 0.0087 - val_loss: 0.0117\n",
      "Epoch 50/70\n",
      "234900/234900 [==============================] - 125s 532us/step - loss: 0.0083 - val_loss: 0.0147\n",
      "Epoch 51/70\n",
      "234900/234900 [==============================] - 124s 528us/step - loss: 0.0136 - val_loss: 0.0113\n",
      "Epoch 52/70\n",
      "234900/234900 [==============================] - 126s 536us/step - loss: 0.0074 - val_loss: 0.0138\n",
      "Epoch 53/70\n",
      "234900/234900 [==============================] - 126s 536us/step - loss: 0.0136 - val_loss: 0.0114\n",
      "Epoch 54/70\n",
      "234900/234900 [==============================] - 126s 535us/step - loss: 0.0073 - val_loss: 0.0105\n",
      "Epoch 55/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.0062 - val_loss: 0.0109\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 56/70\n",
      "234900/234900 [==============================] - 123s 523us/step - loss: 0.0091 - val_loss: 0.1419\n",
      "Epoch 57/70\n",
      "234900/234900 [==============================] - 124s 530us/step - loss: 0.0096 - val_loss: 0.0102\n",
      "Epoch 58/70\n",
      "234900/234900 [==============================] - 125s 533us/step - loss: 0.0054 - val_loss: 0.0106\n",
      "Epoch 59/70\n",
      "234900/234900 [==============================] - 126s 537us/step - loss: 0.0082 - val_loss: 0.0103\n",
      "Epoch 60/70\n",
      "234900/234900 [==============================] - 126s 537us/step - loss: 0.0050 - val_loss: 0.0106\n",
      "Epoch 61/70\n",
      "234900/234900 [==============================] - 124s 527us/step - loss: 0.0049 - val_loss: 0.0109\n",
      "Epoch 62/70\n",
      "234900/234900 [==============================] - 128s 545us/step - loss: 0.0081 - val_loss: 0.1045\n",
      "Epoch 63/70\n",
      "234900/234900 [==============================] - 127s 541us/step - loss: 0.0078 - val_loss: 0.0104\n",
      "Epoch 64/70\n",
      "234900/234900 [==============================] - 124s 527us/step - loss: 0.0042 - val_loss: 0.0107\n",
      "Epoch 65/70\n",
      "234900/234900 [==============================] - 125s 533us/step - loss: 0.0058 - val_loss: 0.0101\n",
      "Epoch 66/70\n",
      "234900/234900 [==============================] - 124s 526us/step - loss: 0.0036 - val_loss: 0.0106\n",
      "Epoch 67/70\n",
      "234900/234900 [==============================] - 123s 524us/step - loss: 0.0036 - val_loss: 0.0103\n",
      "Epoch 68/70\n",
      "234900/234900 [==============================] - 123s 523us/step - loss: 0.0036 - val_loss: 0.0106\n",
      "Epoch 69/70\n",
      "234900/234900 [==============================] - 123s 523us/step - loss: 0.0067 - val_loss: 0.0103\n",
      "Epoch 70/70\n",
      "234900/234900 [==============================] - 123s 522us/step - loss: 0.0030 - val_loss: 0.0105\n"
     ]
    }
   ],
   "source": [
    "encoder_input, encoder_states, decoder_input, decoder_LSTM, decoder_dense, model = define_LSTM_model(input_chars, output_vocab)\n",
    "model = compile_and_train(model, tokenized_input, tokenized_output, 512, 70, 0.1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Inference models for testing\n",
    "\n",
    "# Encoder inference model\n",
    "encoder_model_inf = Model(encoder_input, encoder_states)\n",
    "\n",
    "# Decoder inference model\n",
    "decoder_state_input_h = Input(shape=(256,))\n",
    "decoder_state_input_c = Input(shape=(256,))\n",
    "decoder_input_states = [decoder_state_input_h, decoder_state_input_c]\n",
    "\n",
    "decoder_out, decoder_h, decoder_c = decoder_LSTM(decoder_input, initial_state=decoder_input_states)\n",
    "\n",
    "decoder_states = [decoder_h , decoder_c]\n",
    "\n",
    "decoder_out = decoder_dense(decoder_out)\n",
    "\n",
    "decoder_model_inf = Model(inputs=[decoder_input] + decoder_input_states,\n",
    "                          outputs=[decoder_out] + decoder_states )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def decode_seq(inp_seq):\n",
    "    \n",
    "    # Initial states value is coming from the encoder \n",
    "    states_val = encoder_model_inf.predict(inp_seq)\n",
    "    \n",
    "    target_seq = np.zeros((1, 1, len(output_vocab)))\n",
    "    target_seq[0, 0, output_char2idx['\\t']] = 1\n",
    "    \n",
    "    pred_pos = []\n",
    "    stop_condition = False\n",
    "    \n",
    "    while not stop_condition:\n",
    "        \n",
    "        decoder_out, decoder_h, decoder_c = decoder_model_inf.predict(x=[target_seq] + states_val)\n",
    "        max_val_index = np.argmax(decoder_out[0,-1,:])\n",
    "        sampled_out_char = output_idx2char[max_val_index]\n",
    "        pred_pos.append(sampled_out_char)\n",
    "        \n",
    "        if (sampled_out_char == '\\n'):\n",
    "            stop_condition = True\n",
    "        \n",
    "        target_seq = np.zeros((1, 1, len(output_vocab)))\n",
    "        target_seq[0, 0, max_val_index] = 1\n",
    "        \n",
    "        states_val = [decoder_h, decoder_c]\n",
    "        \n",
    "    return pred_pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "39\n",
      "Input clause: >L־HJM WJHJ S<R־GDWL BJM WH>NJH\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "40\n",
      "Input clause: WJHJ S<R־GDWL BJM WH>NJH XCBH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "41\n",
      "Input clause: S<R־GDWL BJM WH>NJH XCBH LHCBR\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "51\n",
      "Input clause: WJVLW >T־HKLJM >CR B>NJH >L־HJM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "53\n",
      "Input clause: >CR B>NJH >L־HJM LHQL M<LJHM\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "54\n",
      "Input clause: B>NJH >L־HJM LHQL M<LJHM WJWNH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "84\n",
      "Input clause: LKW WNPJLH GWRLWT WND<H BCLMJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "85\n",
      "Input clause: WNPJLH GWRLWT WND<H BCLMJ HR<H\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "86\n",
      "Input clause: GWRLWT WND<H BCLMJ HR<H HZ>T\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "87\n",
      "Input clause: WND<H BCLMJ HR<H HZ>T LNW\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "88\n",
      "Input clause: BCLMJ HR<H HZ>T LNW WJPLW\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "98\n",
      "Input clause: >LJW HGJDH־N> LNW B>CR LMJ־HR<H\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "100\n",
      "Input clause: LNW B>CR LMJ־HR<H HZ>T LNW\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "101\n",
      "Input clause: B>CR LMJ־HR<H HZ>T LNW MH־ML>KTK\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "104\n",
      "Input clause: LNW MH־ML>KTK WM>JN TBW> MH\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "131\n",
      "Input clause: MH־Z>T <FJT KJ־JD<W H>NCJM KJ־MLPNJ\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "161\n",
      "Input clause: KJ JWD< >NJ KJ BCLJ\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "162\n",
      "Input clause: JWD< >NJ KJ BCLJ HS<R\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "163\n",
      "Input clause: >NJ KJ BCLJ HS<R HGDWL\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "164\n",
      "Input clause: KJ BCLJ HS<R HGDWL HZH\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "165\n",
      "Input clause: BCLJ HS<R HGDWL HZH <LJKM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "187\n",
      "Input clause: N>BDH BNPC H>JC HZH W>L־TTN\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "188\n",
      "Input clause: BNPC H>JC HZH W>L־TTN <LJNW\n",
      "Predicted word boundaries: ['x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "204\n",
      "Input clause: WJ<MD HJM MZ<PW WJJR>W H>NCJM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "205\n",
      "Input clause: HJM MZ<PW WJJR>W H>NCJM JR>H\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "234\n",
      "Input clause: MM<J HDGH WJ>MR QR>TJ MYRH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "235\n",
      "Input clause: HDGH WJ>MR QR>TJ MYRH LJ\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "236\n",
      "Input clause: WJ>MR QR>TJ MYRH LJ >L־JHWH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "237\n",
      "Input clause: QR>TJ MYRH LJ >L־JHWH WJ<NNJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "275\n",
      "Input clause: LQYBJ HRJM JRDTJ H>RY BRXJH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "276\n",
      "Input clause: HRJM JRDTJ H>RY BRXJH B<DJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "277\n",
      "Input clause: JRDTJ H>RY BRXJH B<DJ L<WLM\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "278\n",
      "Input clause: H>RY BRXJH B<DJ L<WLM WT<L\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "279\n",
      "Input clause: BRXJH B<DJ L<WLM WT<L MCXT\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "280\n",
      "Input clause: B<DJ L<WLM WT<L MCXT XJJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "281\n",
      "Input clause: L<WLM WT<L MCXT XJJ JHWH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "282\n",
      "Input clause: WT<L MCXT XJJ JHWH >LHJ\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "283\n",
      "Input clause: MCXT XJJ JHWH >LHJ BHT<VP\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "293\n",
      "Input clause: >LJK TPLTJ >L־HJKL QDCK MCMRJM\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "294\n",
      "Input clause: TPLTJ >L־HJKL QDCK MCMRJM HBLJ־CW>\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "295\n",
      "Input clause: >L־HJKL QDCK MCMRJM HBLJ־CW> XSDM\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "296\n",
      "Input clause: QDCK MCMRJM HBLJ־CW> XSDM J<ZBW\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "297\n",
      "Input clause: MCMRJM HBLJ־CW> XSDM J<ZBW W>NJ\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "308\n",
      "Input clause: JCW<TH LJHWH WJ>MR JHWH LDG\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "309\n",
      "Input clause: LJHWH WJ>MR JHWH LDG WJQ>\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "310\n",
      "Input clause: WJ>MR JHWH LDG WJQ> >T־JWNH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "311\n",
      "Input clause: JHWH LDG WJQ> >T־JWNH >L־HJBCH\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "345\n",
      "Input clause: JMJM WJXL JWNH LBW> B<JR\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "346\n",
      "Input clause: WJXL JWNH LBW> B<JR MHLK\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "347\n",
      "Input clause: JWNH LBW> B<JR MHLK JWM\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "348\n",
      "Input clause: LBW> B<JR MHLK JWM >XD\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "363\n",
      "Input clause: B>LHJM WJQR>W־YWM WJLBCW FQJM MGDWLM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "364\n",
      "Input clause: WJQR>W־YWM WJLBCW FQJM MGDWLM W<D־QVNM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "365\n",
      "Input clause: WJLBCW FQJM MGDWLM W<D־QVNM WJG<\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "366\n",
      "Input clause: FQJM MGDWLM W<D־QVNM WJG< HDBR\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "367\n",
      "Input clause: MGDWLM W<D־QVNM WJG< HDBR >L־MLK\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "380\n",
      "Input clause: WJCB <L־H>PR WJZ<Q WJ>MR BNJNWH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "382\n",
      "Input clause: WJZ<Q WJ>MR BNJNWH MV<M HMLK\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "407\n",
      "Input clause: MDRKW HR<H WMN־HXMS >CR BKPJHM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "421\n",
      "Input clause: WJR> H>LHJM >T־M<FJHM KJ־CBW MDRKM\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "422\n",
      "Input clause: H>LHJM >T־M<FJHM KJ־CBW MDRKM HR<H\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "423\n",
      "Input clause: >T־M<FJHM KJ־CBW MDRKM HR<H WJNXM\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "424\n",
      "Input clause: KJ־CBW MDRKM HR<H WJNXM H>LHJM\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "468\n",
      "Input clause: MMNJ KJ VWB MWTJ MXJJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "469\n",
      "Input clause: KJ VWB MWTJ MXJJ WJ>MR\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "470\n",
      "Input clause: VWB MWTJ MXJJ WJ>MR JHWH\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "471\n",
      "Input clause: MWTJ MXJJ WJ>MR JHWH HHJVB\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "486\n",
      "Input clause: CM SKH WJCB TXTJH BYL\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "487\n",
      "Input clause: SKH WJCB TXTJH BYL <D\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "488\n",
      "Input clause: WJCB TXTJH BYL <D >CR\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "489\n",
      "Input clause: TXTJH BYL <D >CR JR>H\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "490\n",
      "Input clause: BYL <D >CR JR>H MH־JHJH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "494\n",
      "Input clause: MH־JHJH B<JR WJMN JHWH־>LHJM QJQJWN\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "497\n",
      "Input clause: JHWH־>LHJM QJQJWN WJ<L M<L LJWNH\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "499\n",
      "Input clause: WJ<L M<L LJWNH LHJWT YL\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "500\n",
      "Input clause: M<L LJWNH LHJWT YL <L־R>CW\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "501\n",
      "Input clause: LJWNH LHJWT YL <L־R>CW LHYJL\n",
      "Predicted word boundaries: ['x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "505\n",
      "Input clause: LHYJL LW MR<TW WJFMX JWNH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "514\n",
      "Input clause: H>LHJM TWL<T B<LWT HCXR LMXRT\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "515\n",
      "Input clause: TWL<T B<LWT HCXR LMXRT WTK\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w']\n",
      "-\n",
      "516\n",
      "Input clause: B<LWT HCXR LMXRT WTK >T־HQJQJWN\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "517\n",
      "Input clause: HCXR LMXRT WTK >T־HQJQJWN WJJBC\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "537\n",
      "Input clause: LMWT WJ>MR VWB MWTJ MXJJ\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "538\n",
      "Input clause: WJ>MR VWB MWTJ MXJJ WJ>MR\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "539\n",
      "Input clause: VWB MWTJ MXJJ WJ>MR >LHJM\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "540\n",
      "Input clause: MWTJ MXJJ WJ>MR >LHJM >L־JWNH\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "543\n",
      "Input clause: >LHJM >L־JWNH HHJVB XRH־LK <L־HQJQJWN\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "558\n",
      "Input clause: L>־<MLT BW WL> GDLTW CBN־LJLH\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "559\n",
      "Input clause: BW WL> GDLTW CBN־LJLH HJH\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "560\n",
      "Input clause: WL> GDLTW CBN־LJLH HJH WBN־LJLH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "561\n",
      "Input clause: GDLTW CBN־LJLH HJH WBN־LJLH >BD\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "562\n",
      "Input clause: CBN־LJLH HJH WBN־LJLH >BD W>NJ\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "571\n",
      "Input clause: HGDWLH >CR JC־BH HRBH MCTJM־<FRH\n",
      "Predicted word boundaries: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "572\n",
      "Input clause: >CR JC־BH HRBH MCTJM־<FRH RBW\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "573\n",
      "Input clause: JC־BH HRBH MCTJM־<FRH RBW >DM\n",
      "Predicted word boundaries: ['x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "574\n",
      "Input clause: HRBH MCTJM־<FRH RBW >DM >CR\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'x', 'x', 'x', 'w', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "-\n",
      "575\n",
      "Input clause: MCTJM־<FRH RBW >DM >CR L>־JD<\n",
      "Predicted word boundaries: ['x', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "Input chunk: ['x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'x', 'w', 'x', 'x', 'w', 'x', 'x', 'x', 'w']\n",
      "483\n"
     ]
    }
   ],
   "source": [
    "correct = 0\n",
    "\n",
    "for seq_index in range(len(output_test)):\n",
    "    inp_seq = tokenized_test_data[seq_index:seq_index+1]\n",
    "    \n",
    "    pred_pos = decode_seq(inp_seq)\n",
    "\n",
    "    if output_test[seq_index][1:-1] == pred_pos[:-1]:\n",
    "        correct += 1\n",
    "    else:\n",
    "         print('-')\n",
    "         print(seq_index)\n",
    "         print('Input clause:', test_clauses[seq_index])\n",
    "         print('Predicted word boundaries:', pred_pos[:-1])\n",
    "         print('Input chunk:', output_test[seq_index][1:-1])  \n",
    "        \n",
    "print(correct)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8327586206896552"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "correct/len(output_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "0\n",
      "Input clause: WJHJ DBR־JHWH >L־JWNH BN־>MTJ L>MR\n",
      "xwxxxwxxxwxxxxwxxwxxxxwxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxwxxxxwxxwxxxxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "1\n",
      "Input clause: DBR־JHWH >L־JWNH BN־>MTJ L>MR QWM\n",
      "xxxwxxxxwxxwxxxxwxxwxxxxwxwxxxwxxxw predicted\n",
      "xxxwxxxxwxxwxxxxwxxwxxxxwxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "2\n",
      "Input clause: >L־JWNH BN־>MTJ L>MR QWM LK\n",
      "xxwxxxxwxxwxxxxwxwxxxwxxxwxxw predicted\n",
      "xxwxxxxwxxwxxxxwxwxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "3\n",
      "Input clause: BN־>MTJ L>MR QWM LK >L־NJNWH\n",
      "xxwxxxxwxwxxxwxxxwxxwxxwxxxxxw predicted\n",
      "xxwxxxxwxwxxxwxxxwxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "4\n",
      "Input clause: L>MR QWM LK >L־NJNWH H<JR\n",
      "xwxxxwxxxwxxwxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxxwxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "5\n",
      "Input clause: QWM LK >L־NJNWH H<JR HGDWLH\n",
      "xxxwxxwxxwxxxxxwxwxxxwxwxxxxxw predicted\n",
      "xxxwxxwxxwxxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "6\n",
      "Input clause: LK >L־NJNWH H<JR HGDWLH WQR>\n",
      "xxwxxwxxxxxwxwxxxwxwxxxxxwxwxxxw predicted\n",
      "xxwxxwxxxxxwxwxxxwxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "7\n",
      "Input clause: >L־NJNWH H<JR HGDWLH WQR> <LJH\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "8\n",
      "Input clause: H<JR HGDWLH WQR> <LJH KJ־<LTH\n",
      "xwxxxwxwxxxxxwxwxxxwxxxxwxxwxxxxw predicted\n",
      "xwxxxwxwxxxxxwxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "9\n",
      "Input clause: HGDWLH WQR> <LJH KJ־<LTH R<TM\n",
      "xwxxxxxwxwxxxwxxxxwxxwxxxxwxxxxw predicted\n",
      "xwxxxxxwxwxxxwxxxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "10\n",
      "Input clause: WQR> <LJH KJ־<LTH R<TM LPNJ\n",
      "xwxxxwxxxxwxxwxxxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxxwxxwxxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "11\n",
      "Input clause: <LJH KJ־<LTH R<TM LPNJ WJQM\n",
      "xxxxwxxwxxxxwxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxxwxxxxwxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "12\n",
      "Input clause: KJ־<LTH R<TM LPNJ WJQM JWNH\n",
      "xxwxxxxwxxxxwxwxxxwxwxxxwxxxxw predicted\n",
      "xxwxxxxwxxxxwxwxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "13\n",
      "Input clause: R<TM LPNJ WJQM JWNH LBRX\n",
      "xxxxwxwxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xxxxwxwxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "14\n",
      "Input clause: LPNJ WJQM JWNH LBRX TRCJCH\n",
      "xwxxxwxwxxxwxxxxwxwxxxwxxxxxxw predicted\n",
      "xwxxxwxwxxxwxxxxwxwxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "15\n",
      "Input clause: WJQM JWNH LBRX TRCJCH MLPNJ\n",
      "xwxxxwxxxxwxwxxxwxxxxxxwxwxwxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxxxxxxwxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "16\n",
      "Input clause: JWNH LBRX TRCJCH MLPNJ JHWH\n",
      "xxxxwxwxxxwxxxxxxwxwxwxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxxxxxwxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "17\n",
      "Input clause: LBRX TRCJCH MLPNJ JHWH WJRD\n",
      "xwxxxwxxxxxxwxwxwxxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxxxxwxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "18\n",
      "Input clause: TRCJCH MLPNJ JHWH WJRD JPW\n",
      "xxxxxxwxwxwxxxwxxxxwxwxxxwxxxw predicted\n",
      "xxxxxxwxwxwxxxwxxxxwxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "19\n",
      "Input clause: MLPNJ JHWH WJRD JPW WJMY>\n",
      "xwxwxxxwxxxxwxwxxxwxxxwxwxxxxw predicted\n",
      "xwxwxxxwxxxxwxwxxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "20\n",
      "Input clause: JHWH WJRD JPW WJMY> >NJH\n",
      "xxxxwxwxxxwxxxwxwxxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "21\n",
      "Input clause: WJRD JPW WJMY> >NJH B>H\n",
      "xwxxxwxxxwxwxxxxwxxxxwxxxw predicted\n",
      "xwxxxwxxxwxwxxxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "22\n",
      "Input clause: JPW WJMY> >NJH B>H TRCJC\n",
      "xxxwxwxxxxwxxxxwxxxwxxxxxw predicted\n",
      "xxxwxwxxxxwxxxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "23\n",
      "Input clause: WJMY> >NJH B>H TRCJC WJTN\n",
      "xwxxxxwxxxxwxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxxwxxxxwxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "24\n",
      "Input clause: >NJH B>H TRCJC WJTN FKRH\n",
      "xxxxwxxxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxxxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "25\n",
      "Input clause: B>H TRCJC WJTN FKRH WJRD\n",
      "xxxwxxxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xxxwxxxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "26\n",
      "Input clause: TRCJC WJTN FKRH WJRD BH\n",
      "xxxxxwxwxxxwxxxxwxwxxxwxxw predicted\n",
      "xxxxxwxwxxxwxxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "27\n",
      "Input clause: WJTN FKRH WJRD BH LBW>\n",
      "xwxxxwxxxxwxwxxxwxxwxwxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "28\n",
      "Input clause: FKRH WJRD BH LBW> <MHM\n",
      "xxxxwxwxxxwxxwxwxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "29\n",
      "Input clause: WJRD BH LBW> <MHM TRCJCH\n",
      "xwxxxwxxwxwxxxwxxxxwxxxxxxw predicted\n",
      "xwxxxwxxwxwxxxwxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "30\n",
      "Input clause: BH LBW> <MHM TRCJCH MLPNJ\n",
      "xxwxwxxxwxxxxwxxxxxxwxwxwxxxw predicted\n",
      "xxwxwxxxwxxxxwxxxxxxwxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "31\n",
      "Input clause: LBW> <MHM TRCJCH MLPNJ JHWH\n",
      "xwxxxwxxxxwxxxxxxwxwxwxxxwxxxxw predicted\n",
      "xwxxxwxxxxwxxxxxxwxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "32\n",
      "Input clause: <MHM TRCJCH MLPNJ JHWH WJHWH\n",
      "xxxxwxxxxxxwxwxwxxxwxxxxwxwxxxxw predicted\n",
      "xxxxwxxxxxxwxwxwxxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "33\n",
      "Input clause: TRCJCH MLPNJ JHWH WJHWH HVJL\n",
      "xxxxxxwxwxwxxxwxxxxwxwxxxxwxxxxw predicted\n",
      "xxxxxxwxwxwxxxwxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "34\n",
      "Input clause: MLPNJ JHWH WJHWH HVJL RWX־GDWLH\n",
      "xwxwxxxwxxxxwxwxxxxwxxxxwxxxwxxxxxw predicted\n",
      "xwxwxxxwxxxxwxwxxxxwxxxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "35\n",
      "Input clause: JHWH WJHWH HVJL RWX־GDWLH >L־HJM\n",
      "xxxxwxwxxxxwxxxxwxxxwxxxxxwxxwxwxxw predicted\n",
      "xxxxwxwxxxxwxxxxwxxxwxxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "36\n",
      "Input clause: WJHWH HVJL RWX־GDWLH >L־HJM WJHJ\n",
      "xwxxxxwxxxxwxxxwxxxxxwxxwxwxxwxwxxxw predicted\n",
      "xwxxxxwxxxxwxxxwxxxxxwxxwxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "37\n",
      "Input clause: HVJL RWX־GDWLH >L־HJM WJHJ S<R־GDWL\n",
      "xxxxwxxxwxxxxxwxxwxwxxwxwxxxwxxxwxxxxw predicted\n",
      "xxxxwxxxwxxxxxwxxwxwxxwxwxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "38\n",
      "Input clause: RWX־GDWLH >L־HJM WJHJ S<R־GDWL BJM\n",
      "xxxwxxxxxwxxwxwxxwxwxxxwxxxwxxxxwxwwxxw predicted\n",
      "xxxwxxxxxwxxwxwxxwxwxxxwxxxwxxxxwxwwxxw true value\n",
      "identical\n",
      "-\n",
      "39\n",
      "Input clause: >L־HJM WJHJ S<R־GDWL BJM WH>NJH\n",
      "xxwxwxxwxwxxxwxxxwxxxxwxwwxxwxwxxxxxw predicted\n",
      "xxwxwxxwxwxxxwxxxwxxxxwxwwxxwxwxwxxxxw true value\n",
      "-\n",
      "40\n",
      "Input clause: WJHJ S<R־GDWL BJM WH>NJH XCBH\n",
      "xwxxxwxxxwxxxxwxwwxxwxwxxxxxwxxxxw predicted\n",
      "xwxxxwxxxwxxxxwxwwxxwxwxwxxxxwxxxxw true value\n",
      "-\n",
      "41\n",
      "Input clause: S<R־GDWL BJM WH>NJH XCBH LHCBR\n",
      "xxxwxxxxwxwwxxwxwxxxxxwxxxxwxwxxxxw predicted\n",
      "xxxwxxxxwxwwxxwxwxwxxxxwxxxxwxwxxxxw true value\n",
      "-\n",
      "42\n",
      "Input clause: BJM WH>NJH XCBH LHCBR WJJR>W\n",
      "xwwxxwxwxwxxxxwxxxxwxwxxxxwxwxxxxxw predicted\n",
      "xwwxxwxwxwxxxxwxxxxwxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "43\n",
      "Input clause: WH>NJH XCBH LHCBR WJJR>W HMLXJM\n",
      "xwxwxxxxwxxxxwxwxxxxwxwxxxxxwxwxxxxxw predicted\n",
      "xwxwxxxxwxxxxwxwxxxxwxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "44\n",
      "Input clause: XCBH LHCBR WJJR>W HMLXJM WJZ<QW\n",
      "xxxxwxwxxxxwxwxxxxxwxwxxxxxwxwxxxxxw predicted\n",
      "xxxxwxwxxxxwxwxxxxxwxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "45\n",
      "Input clause: LHCBR WJJR>W HMLXJM WJZ<QW >JC\n",
      "xwxxxxwxwxxxxxwxwxxxxxwxwxxxxxwxxxw predicted\n",
      "xwxxxxwxwxxxxxwxwxxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "46\n",
      "Input clause: WJJR>W HMLXJM WJZ<QW >JC >L־>LHJW\n",
      "xwxxxxxwxwxxxxxwxwxxxxxwxxxwxxwxxxxxw predicted\n",
      "xwxxxxxwxwxxxxxwxwxxxxxwxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "47\n",
      "Input clause: HMLXJM WJZ<QW >JC >L־>LHJW WJVLW\n",
      "xwxxxxxwxwxxxxxwxxxwxxwxxxxxwxwxxxxw predicted\n",
      "xwxxxxxwxwxxxxxwxxxwxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "48\n",
      "Input clause: WJZ<QW >JC >L־>LHJW WJVLW >T־HKLJM\n",
      "xwxxxxxwxxxwxxwxxxxxwxwxxxxwxxwxwxxxxw predicted\n",
      "xwxxxxxwxxxwxxwxxxxxwxwxxxxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "49\n",
      "Input clause: >JC >L־>LHJW WJVLW >T־HKLJM >CR\n",
      "xxxwxxwxxxxxwxwxxxxwxxwxwxxxxwxxxw predicted\n",
      "xxxwxxwxxxxxwxwxxxxwxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "50\n",
      "Input clause: >L־>LHJW WJVLW >T־HKLJM >CR B>NJH\n",
      "xxwxxxxxwxwxxxxwxxwxwxxxxwxxxwxwwxxxxw predicted\n",
      "xxwxxxxxwxwxxxxwxxwxwxxxxwxxxwxwwxxxxw true value\n",
      "identical\n",
      "-\n",
      "51\n",
      "Input clause: WJVLW >T־HKLJM >CR B>NJH >L־HJM\n",
      "xwxxxxwxxwxwxxxxwxxxwxwxxxxwxxwxwxxw predicted\n",
      "xwxxxxwxxwxwxxxxwxxxwxwwxxxxwxxwxwxxw true value\n",
      "-\n",
      "52\n",
      "Input clause: >T־HKLJM >CR B>NJH >L־HJM LHQL\n",
      "xxwxwxxxxwxxxwxwwxxxxwxxwxwxxwxwxxxw predicted\n",
      "xxwxwxxxxwxxxwxwwxxxxwxxwxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "53\n",
      "Input clause: >CR B>NJH >L־HJM LHQL M<LJHM\n",
      "xxxwxwxxxxwxxwxwxxwxwxxxwxwxxxxxw predicted\n",
      "xxxwxwwxxxxwxxwxwxxwxwxxxwxwxxxxxw true value\n",
      "-\n",
      "54\n",
      "Input clause: B>NJH >L־HJM LHQL M<LJHM WJWNH\n",
      "xwxxxxwxxwxwxxwxwxxxwxwxxxxxwxwxxxxw predicted\n",
      "xwwxxxxwxxwxwxxwxwxxxwxwxxxxxwxwxxxxw true value\n",
      "-\n",
      "55\n",
      "Input clause: >L־HJM LHQL M<LJHM WJWNH JRD\n",
      "xxwxwxxwxwxxxwxwxxxxxwxwxxxxwxxxw predicted\n",
      "xxwxwxxwxwxxxwxwxxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "56\n",
      "Input clause: LHQL M<LJHM WJWNH JRD >L־JRKTJ\n",
      "xwxxxwxwxxxxxwxwxxxxwxxxwxxwxxxxxw predicted\n",
      "xwxxxwxwxxxxxwxwxxxxwxxxwxxwxxxxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "57\n",
      "Input clause: M<LJHM WJWNH JRD >L־JRKTJ HSPJNH\n",
      "xwxxxxxwxwxxxxwxxxwxxwxxxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxwxxxxwxxxwxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "58\n",
      "Input clause: WJWNH JRD >L־JRKTJ HSPJNH WJCKB\n",
      "xwxxxxwxxxwxxwxxxxxwxwxxxxxwxwxxxxw predicted\n",
      "xwxxxxwxxxwxxwxxxxxwxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "59\n",
      "Input clause: JRD >L־JRKTJ HSPJNH WJCKB WJRDM\n",
      "xxxwxxwxxxxxwxwxxxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxwxxwxxxxxwxwxxxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "60\n",
      "Input clause: >L־JRKTJ HSPJNH WJCKB WJRDM WJQRB\n",
      "xxwxxxxxwxwxxxxxwxwxxxxwxwxxxxwxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxxxwxwxxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "61\n",
      "Input clause: HSPJNH WJCKB WJRDM WJQRB >LJW\n",
      "xwxxxxxwxwxxxxwxwxxxxwxwxxxxwxxxxw predicted\n",
      "xwxxxxxwxwxxxxwxwxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "62\n",
      "Input clause: WJCKB WJRDM WJQRB >LJW RB\n",
      "xwxxxxwxwxxxxwxwxxxxwxxxxwxxw predicted\n",
      "xwxxxxwxwxxxxwxwxxxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "63\n",
      "Input clause: WJRDM WJQRB >LJW RB HXBL\n",
      "xwxxxxwxwxxxxwxxxxwxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "64\n",
      "Input clause: WJQRB >LJW RB HXBL WJ>MR\n",
      "xwxxxxwxxxxwxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxxwxxxxwxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "65\n",
      "Input clause: >LJW RB HXBL WJ>MR LW\n",
      "xxxxwxxwxwxxxwxwxxxxwxxw predicted\n",
      "xxxxwxxwxwxxxwxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "66\n",
      "Input clause: RB HXBL WJ>MR LW MH־LK\n",
      "xxwxwxxxwxwxxxxwxxwxxwxxw predicted\n",
      "xxwxwxxxwxwxxxxwxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "67\n",
      "Input clause: HXBL WJ>MR LW MH־LK NRDM\n",
      "xwxxxwxwxxxxwxxwxxwxxwxxxxw predicted\n",
      "xwxxxwxwxxxxwxxwxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "68\n",
      "Input clause: WJ>MR LW MH־LK NRDM QWM\n",
      "xwxxxxwxxwxxwxxwxxxxwxxxw predicted\n",
      "xwxxxxwxxwxxwxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "69\n",
      "Input clause: LW MH־LK NRDM QWM QR>\n",
      "xxwxxwxxwxxxxwxxxwxxxw predicted\n",
      "xxwxxwxxwxxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "70\n",
      "Input clause: MH־LK NRDM QWM QR> >L־>LHJK\n",
      "xxwxxwxxxxwxxxwxxxwxxwxxxxxw predicted\n",
      "xxwxxwxxxxwxxxwxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "71\n",
      "Input clause: NRDM QWM QR> >L־>LHJK >WLJ\n",
      "xxxxwxxxwxxxwxxwxxxxxwxxxxw predicted\n",
      "xxxxwxxxwxxxwxxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "72\n",
      "Input clause: QWM QR> >L־>LHJK >WLJ JT<CT\n",
      "xxxwxxxwxxwxxxxxwxxxxwxxxxxw predicted\n",
      "xxxwxxxwxxwxxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "73\n",
      "Input clause: QR> >L־>LHJK >WLJ JT<CT H>LHJM\n",
      "xxxwxxwxxxxxwxxxxwxxxxxwxwxxxxxw predicted\n",
      "xxxwxxwxxxxxwxxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "74\n",
      "Input clause: >L־>LHJK >WLJ JT<CT H>LHJM LNW\n",
      "xxwxxxxxwxxxxwxxxxxwxwxxxxxwxxxw predicted\n",
      "xxwxxxxxwxxxxwxxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "75\n",
      "Input clause: >WLJ JT<CT H>LHJM LNW WL>\n",
      "xxxxwxxxxxwxwxxxxxwxxxwxwxxw predicted\n",
      "xxxxwxxxxxwxwxxxxxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "76\n",
      "Input clause: JT<CT H>LHJM LNW WL> N>BD\n",
      "xxxxxwxwxxxxxwxxxwxwxxwxxxxw predicted\n",
      "xxxxxwxwxxxxxwxxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "77\n",
      "Input clause: H>LHJM LNW WL> N>BD WJ>MRW\n",
      "xwxxxxxwxxxwxwxxwxxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxxxwxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "78\n",
      "Input clause: LNW WL> N>BD WJ>MRW >JC\n",
      "xxxwxwxxwxxxxwxwxxxxxwxxxw predicted\n",
      "xxxwxwxxwxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "79\n",
      "Input clause: WL> N>BD WJ>MRW >JC >L־R<HW\n",
      "xwxxwxxxxwxwxxxxxwxxxwxxwxxxxw predicted\n",
      "xwxxwxxxxwxwxxxxxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "80\n",
      "Input clause: N>BD WJ>MRW >JC >L־R<HW LKW\n",
      "xxxxwxwxxxxxwxxxwxxwxxxxwxxxw predicted\n",
      "xxxxwxwxxxxxwxxxwxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "81\n",
      "Input clause: WJ>MRW >JC >L־R<HW LKW WNPJLH\n",
      "xwxxxxxwxxxwxxwxxxxwxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxxxwxxwxxxxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "82\n",
      "Input clause: >JC >L־R<HW LKW WNPJLH GWRLWT\n",
      "xxxwxxwxxxxwxxxwxwxxxxxwxxxxxxw predicted\n",
      "xxxwxxwxxxxwxxxwxwxxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "83\n",
      "Input clause: >L־R<HW LKW WNPJLH GWRLWT WND<H\n",
      "xxwxxxxwxxxwxwxxxxxwxxxxxxwxwxxxxw predicted\n",
      "xxwxxxxwxxxwxwxxxxxwxxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "84\n",
      "Input clause: LKW WNPJLH GWRLWT WND<H BCLMJ\n",
      "xxxwxwxxxxxwxxxxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxwxwxxxxxwxxxxxxwxwxxxxwxwxwxwxxw true value\n",
      "-\n",
      "85\n",
      "Input clause: WNPJLH GWRLWT WND<H BCLMJ HR<H\n",
      "xwxxxxxwxxxxxxwxwxxxxwxwxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxxxxwxwxxxxwxwxwxwxxwxwxxxw true value\n",
      "-\n",
      "86\n",
      "Input clause: GWRLWT WND<H BCLMJ HR<H HZ>T\n",
      "xxxxxxwxwxxxxwxwxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxxxwxwxxxxwxwxwxwxxwxwxxxwxwxxxw true value\n",
      "-\n",
      "87\n",
      "Input clause: WND<H BCLMJ HR<H HZ>T LNW\n",
      "xwxxxxwxwxxxxwxwwxxxwxwxxxwxxxw predicted\n",
      "xwxxxxwxwxwxwxxwxwxxxwxwxxxwxxxw true value\n",
      "-\n",
      "88\n",
      "Input clause: BCLMJ HR<H HZ>T LNW WJPLW\n",
      "xwxxxxwxwxxxwxwxxxwxxxwxwxxxxw predicted\n",
      "xwxwxwxxwxwxxxwxwxxxwxxxwxwxxxxw true value\n",
      "-\n",
      "89\n",
      "Input clause: HR<H HZ>T LNW WJPLW GWRLWT\n",
      "xwxxxwxwxxxwxxxwxwxxxxwxxxxxxw predicted\n",
      "xwxxxwxwxxxwxxxwxwxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "90\n",
      "Input clause: HZ>T LNW WJPLW GWRLWT WJPL\n",
      "xwxxxwxxxwxwxxxxwxxxxxxwxwxxxw predicted\n",
      "xwxxxwxxxwxwxxxxwxxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "91\n",
      "Input clause: LNW WJPLW GWRLWT WJPL HGWRL\n",
      "xxxwxwxxxxwxxxxxxwxwxxxwxwxxxxw predicted\n",
      "xxxwxwxxxxwxxxxxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "92\n",
      "Input clause: WJPLW GWRLWT WJPL HGWRL <L־JWNH\n",
      "xwxxxxwxxxxxxwxwxxxwxwxxxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxxxxwxwxxxwxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "93\n",
      "Input clause: GWRLWT WJPL HGWRL <L־JWNH WJ>MRW\n",
      "xxxxxxwxwxxxwxwxxxxwxxwxxxxwxwxxxxxw predicted\n",
      "xxxxxxwxwxxxwxwxxxxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "94\n",
      "Input clause: WJPL HGWRL <L־JWNH WJ>MRW >LJW\n",
      "xwxxxwxwxxxxwxxwxxxxwxwxxxxxwxxxxw predicted\n",
      "xwxxxwxwxxxxwxxwxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "95\n",
      "Input clause: HGWRL <L־JWNH WJ>MRW >LJW HGJDH־N>\n",
      "xwxxxxwxxwxxxxwxwxxxxxwxxxxwxxxxxwxxw predicted\n",
      "xwxxxxwxxwxxxxwxwxxxxxwxxxxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "96\n",
      "Input clause: <L־JWNH WJ>MRW >LJW HGJDH־N> LNW\n",
      "xxwxxxxwxwxxxxxwxxxxwxxxxxwxxwxxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxxxwxxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "97\n",
      "Input clause: WJ>MRW >LJW HGJDH־N> LNW B>CR\n",
      "xwxxxxxwxxxxwxxxxxwxxwxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxxwxxxxxwxxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "98\n",
      "Input clause: >LJW HGJDH־N> LNW B>CR LMJ־HR<H\n",
      "xxxxwxxxxxwxxwxxxwxwxxxwxwxxwxxxxw predicted\n",
      "xxxxwxxxxxwxxwxxxwxwxxxwxwxxwxwxxxw true value\n",
      "-\n",
      "99\n",
      "Input clause: HGJDH־N> LNW B>CR LMJ־HR<H HZ>T\n",
      "xxxxxwxxwxxxwxwxxxwxwxxwxwxxxwxwxxxw predicted\n",
      "xxxxxwxxwxxxwxwxxxwxwxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "100\n",
      "Input clause: LNW B>CR LMJ־HR<H HZ>T LNW\n",
      "xxxwxwxxxwxwxxwxwwxxxwxwxxxwxxxw predicted\n",
      "xxxwxwxxxwxwxxwxwxxxwxwxxxwxxxw true value\n",
      "-\n",
      "101\n",
      "Input clause: B>CR LMJ־HR<H HZ>T LNW MH־ML>KTK\n",
      "xwxxxwxwxxwxxxxwxwxxxwxxxwxxwxxxxxxw predicted\n",
      "xwxxxwxwxxwxwxxxwxwxxxwxxxwxxwxxxxxxw true value\n",
      "-\n",
      "102\n",
      "Input clause: LMJ־HR<H HZ>T LNW MH־ML>KTK WM>JN\n",
      "xwxxwxwxxxwxwxxxwxxxwxxwxxxxxxwxwxwxxxw predicted\n",
      "xwxxwxwxxxwxwxxxwxxxwxxwxxxxxxwxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "103\n",
      "Input clause: HZ>T LNW MH־ML>KTK WM>JN TBW>\n",
      "xwxxxwxxxwxxwxxxxxxwxwxwxxxwxxxxw predicted\n",
      "xwxxxwxxxwxxwxxxxxxwxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "104\n",
      "Input clause: LNW MH־ML>KTK WM>JN TBW> MH\n",
      "xxxwxxwxxxxxxwxwxxxxwxxxxwxxw predicted\n",
      "xxxwxxwxxxxxxwxwxwxxxwxxxxwxxw true value\n",
      "-\n",
      "105\n",
      "Input clause: MH־ML>KTK WM>JN TBW> MH >RYK\n",
      "xxwxxxxxxwxwxwxxxwxxxxwxxwxxxxw predicted\n",
      "xxwxxxxxxwxwxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "106\n",
      "Input clause: WM>JN TBW> MH >RYK W>J־MZH\n",
      "xwxwxxxwxxxxwxxwxxxxwxwxxwxwxxw predicted\n",
      "xwxwxxxwxxxxwxxwxxxxwxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "107\n",
      "Input clause: TBW> MH >RYK W>J־MZH <M\n",
      "xxxxwxxwxxxxwxwxxwxwxxwxxw predicted\n",
      "xxxxwxxwxxxxwxwxxwxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "108\n",
      "Input clause: MH >RYK W>J־MZH <M >TH\n",
      "xxwxxxxwxwxxwxwxxwxxwxxxw predicted\n",
      "xxwxxxxwxwxxwxwxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "109\n",
      "Input clause: >RYK W>J־MZH <M >TH WJ>MR\n",
      "xxxxwxwxxwxwxxwxxwxxxwxwxxxxw predicted\n",
      "xxxxwxwxxwxwxxwxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "110\n",
      "Input clause: W>J־MZH <M >TH WJ>MR >LJHM\n",
      "xwxxwxwxxwxxwxxxwxwxxxxwxxxxxw predicted\n",
      "xwxxwxwxxwxxwxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "111\n",
      "Input clause: <M >TH WJ>MR >LJHM <BRJ\n",
      "xxwxxxwxwxxxxwxxxxxwxxxxw predicted\n",
      "xxwxxxwxwxxxxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "112\n",
      "Input clause: >TH WJ>MR >LJHM <BRJ >NKJ\n",
      "xxxwxwxxxxwxxxxxwxxxxwxxxxw predicted\n",
      "xxxwxwxxxxwxxxxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "113\n",
      "Input clause: WJ>MR >LJHM <BRJ >NKJ W>T־JHWH\n",
      "xwxxxxwxxxxxwxxxxwxxxxwxwxxwxxxxw predicted\n",
      "xwxxxxwxxxxxwxxxxwxxxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "114\n",
      "Input clause: >LJHM <BRJ >NKJ W>T־JHWH >LHJ\n",
      "xxxxxwxxxxwxxxxwxwxxwxxxxwxxxxw predicted\n",
      "xxxxxwxxxxwxxxxwxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "115\n",
      "Input clause: <BRJ >NKJ W>T־JHWH >LHJ HCMJM\n",
      "xxxxwxxxxwxwxxwxxxxwxxxxwxwxxxxw predicted\n",
      "xxxxwxxxxwxwxxwxxxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "116\n",
      "Input clause: >NKJ W>T־JHWH >LHJ HCMJM >NJ\n",
      "xxxxwxwxxwxxxxwxxxxwxwxxxxwxxxw predicted\n",
      "xxxxwxwxxwxxxxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "117\n",
      "Input clause: W>T־JHWH >LHJ HCMJM >NJ JR>\n",
      "xwxxwxxxxwxxxxwxwxxxxwxxxwxxxw predicted\n",
      "xwxxwxxxxwxxxxwxwxxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "118\n",
      "Input clause: >LHJ HCMJM >NJ JR> >CR־<FH\n",
      "xxxxwxwxxxxwxxxwxxxwxxxwxxxw predicted\n",
      "xxxxwxwxxxxwxxxwxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "119\n",
      "Input clause: HCMJM >NJ JR> >CR־<FH >T־HJM\n",
      "xwxxxxwxxxwxxxwxxxwxxxwxxwxwxxw predicted\n",
      "xwxxxxwxxxwxxxwxxxwxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "120\n",
      "Input clause: >NJ JR> >CR־<FH >T־HJM W>T־HJBCH\n",
      "xxxwxxxwxxxwxxxwxxwxwxxwxwxxwxwxxxxw predicted\n",
      "xxxwxxxwxxxwxxxwxxwxwxxwxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "121\n",
      "Input clause: JR> >CR־<FH >T־HJM W>T־HJBCH WJJR>W\n",
      "xxxwxxxwxxxwxxwxwxxwxwxxwxwxxxxwxwxxxxxw predicted\n",
      "xxxwxxxwxxxwxxwxwxxwxwxxwxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "122\n",
      "Input clause: >CR־<FH >T־HJM W>T־HJBCH WJJR>W H>NCJM\n",
      "xxxwxxxwxxwxwxxwxwxxwxwxxxxwxwxxxxxwxwxxxxxw predicted\n",
      "xxxwxxxwxxwxwxxwxwxxwxwxxxxwxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "123\n",
      "Input clause: >T־HJM W>T־HJBCH WJJR>W H>NCJM JR>H\n",
      "xxwxwxxwxwxxwxwxxxxwxwxxxxxwxwxxxxxwxxxxw predicted\n",
      "xxwxwxxwxwxxwxwxxxxwxwxxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "124\n",
      "Input clause: W>T־HJBCH WJJR>W H>NCJM JR>H GDWLH\n",
      "xwxxwxwxxxxwxwxxxxxwxwxxxxxwxxxxwxxxxxw predicted\n",
      "xwxxwxwxxxxwxwxxxxxwxwxxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "125\n",
      "Input clause: WJJR>W H>NCJM JR>H GDWLH WJ>MRW\n",
      "xwxxxxxwxwxxxxxwxxxxwxxxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxwxxxxxwxxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "126\n",
      "Input clause: H>NCJM JR>H GDWLH WJ>MRW >LJW\n",
      "xwxxxxxwxxxxwxxxxxwxwxxxxxwxxxxw predicted\n",
      "xwxxxxxwxxxxwxxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "127\n",
      "Input clause: JR>H GDWLH WJ>MRW >LJW MH־Z>T\n",
      "xxxxwxxxxxwxwxxxxxwxxxxwxxwxxxw predicted\n",
      "xxxxwxxxxxwxwxxxxxwxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "128\n",
      "Input clause: GDWLH WJ>MRW >LJW MH־Z>T <FJT\n",
      "xxxxxwxwxxxxxwxxxxwxxwxxxwxxxxw predicted\n",
      "xxxxxwxwxxxxxwxxxxwxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "129\n",
      "Input clause: WJ>MRW >LJW MH־Z>T <FJT KJ־JD<W\n",
      "xwxxxxxwxxxxwxxwxxxwxxxxwxxwxxxxw predicted\n",
      "xwxxxxxwxxxxwxxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "130\n",
      "Input clause: >LJW MH־Z>T <FJT KJ־JD<W H>NCJM\n",
      "xxxxwxxwxxxwxxxxwxxwxxxxwxwxxxxxw predicted\n",
      "xxxxwxxwxxxwxxxxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "131\n",
      "Input clause: MH־Z>T <FJT KJ־JD<W H>NCJM KJ־MLPNJ\n",
      "xxwxxxwxxxxwxxwxxxxwxwxxxxxwxxwxwxxxxw predicted\n",
      "xxwxxxwxxxxwxxwxxxxwxwxxxxxwxxwxwxwxxxw true value\n",
      "-\n",
      "132\n",
      "Input clause: <FJT KJ־JD<W H>NCJM KJ־MLPNJ JHWH\n",
      "xxxxwxxwxxxxwxwxxxxxwxxwxwxwxxxwxxxxw predicted\n",
      "xxxxwxxwxxxxwxwxxxxxwxxwxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "133\n",
      "Input clause: KJ־JD<W H>NCJM KJ־MLPNJ JHWH HW>\n",
      "xxwxxxxwxwxxxxxwxxwxwxwxxxwxxxxwxxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxwxwxwxxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "134\n",
      "Input clause: H>NCJM KJ־MLPNJ JHWH HW> BRX\n",
      "xwxxxxxwxxwxwxwxxxwxxxxwxxxwxxxw predicted\n",
      "xwxxxxxwxxwxwxwxxxwxxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "135\n",
      "Input clause: KJ־MLPNJ JHWH HW> BRX KJ\n",
      "xxwxwxwxxxwxxxxwxxxwxxxwxxw predicted\n",
      "xxwxwxwxxxwxxxxwxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "136\n",
      "Input clause: JHWH HW> BRX KJ HGJD\n",
      "xxxxwxxxwxxxwxxwxxxxw predicted\n",
      "xxxxwxxxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "137\n",
      "Input clause: HW> BRX KJ HGJD LHM\n",
      "xxxwxxxwxxwxxxxwxxxw predicted\n",
      "xxxwxxxwxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "138\n",
      "Input clause: BRX KJ HGJD LHM WJ>MRW\n",
      "xxxwxxwxxxxwxxxwxwxxxxxw predicted\n",
      "xxxwxxwxxxxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "139\n",
      "Input clause: KJ HGJD LHM WJ>MRW >LJW\n",
      "xxwxxxxwxxxwxwxxxxxwxxxxw predicted\n",
      "xxwxxxxwxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "140\n",
      "Input clause: HGJD LHM WJ>MRW >LJW MH־N<FH\n",
      "xxxxwxxxwxwxxxxxwxxxxwxxwxxxxw predicted\n",
      "xxxxwxxxwxwxxxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "141\n",
      "Input clause: LHM WJ>MRW >LJW MH־N<FH LK\n",
      "xxxwxwxxxxxwxxxxwxxwxxxxwxxw predicted\n",
      "xxxwxwxxxxxwxxxxwxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "142\n",
      "Input clause: WJ>MRW >LJW MH־N<FH LK WJCTQ\n",
      "xwxxxxxwxxxxwxxwxxxxwxxwxwxxxxw predicted\n",
      "xwxxxxxwxxxxwxxwxxxxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "143\n",
      "Input clause: >LJW MH־N<FH LK WJCTQ HJM\n",
      "xxxxwxxwxxxxwxxwxwxxxxwxwxxw predicted\n",
      "xxxxwxxwxxxxwxxwxwxxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "144\n",
      "Input clause: MH־N<FH LK WJCTQ HJM M<LJNW\n",
      "xxwxxxxwxxwxwxxxxwxwxxwxwxxxxxw predicted\n",
      "xxwxxxxwxxwxwxxxxwxwxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "145\n",
      "Input clause: LK WJCTQ HJM M<LJNW KJ\n",
      "xxwxwxxxxwxwxxwxwxxxxxwxxw predicted\n",
      "xxwxwxxxxwxwxxwxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "146\n",
      "Input clause: WJCTQ HJM M<LJNW KJ HJM\n",
      "xwxxxxwxwxxwxwxxxxxwxxwxwxxw predicted\n",
      "xwxxxxwxwxxwxwxxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "147\n",
      "Input clause: HJM M<LJNW KJ HJM HWLK\n",
      "xwxxwxwxxxxxwxxwxwxxwxxxxw predicted\n",
      "xwxxwxwxxxxxwxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "148\n",
      "Input clause: M<LJNW KJ HJM HWLK WS<R\n",
      "xwxxxxxwxxwxwxxwxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxwxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "149\n",
      "Input clause: KJ HJM HWLK WS<R WJ>MR\n",
      "xxwxwxxwxxxxwxwxxxwxwxxxxw predicted\n",
      "xxwxwxxwxxxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "150\n",
      "Input clause: HJM HWLK WS<R WJ>MR >LJHM\n",
      "xwxxwxxxxwxwxxxwxwxxxxwxxxxxw predicted\n",
      "xwxxwxxxxwxwxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "151\n",
      "Input clause: HWLK WS<R WJ>MR >LJHM F>WNJ\n",
      "xxxxwxwxxxwxwxxxxwxxxxxwxxxxxw predicted\n",
      "xxxxwxwxxxwxwxxxxwxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "152\n",
      "Input clause: WS<R WJ>MR >LJHM F>WNJ WHVJLNJ\n",
      "xwxxxwxwxxxxwxxxxxwxxxxxwxwxxxxxxw predicted\n",
      "xwxxxwxwxxxxwxxxxxwxxxxxwxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "153\n",
      "Input clause: WJ>MR >LJHM F>WNJ WHVJLNJ >L־HJM\n",
      "xwxxxxwxxxxxwxxxxxwxwxxxxxxwxxwxwxxw predicted\n",
      "xwxxxxwxxxxxwxxxxxwxwxxxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "154\n",
      "Input clause: >LJHM F>WNJ WHVJLNJ >L־HJM WJCTQ\n",
      "xxxxxwxxxxxwxwxxxxxxwxxwxwxxwxwxxxxw predicted\n",
      "xxxxxwxxxxxwxwxxxxxxwxxwxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "155\n",
      "Input clause: F>WNJ WHVJLNJ >L־HJM WJCTQ HJM\n",
      "xxxxxwxwxxxxxxwxxwxwxxwxwxxxxwxwxxw predicted\n",
      "xxxxxwxwxxxxxxwxxwxwxxwxwxxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "156\n",
      "Input clause: WHVJLNJ >L־HJM WJCTQ HJM M<LJKM\n",
      "xwxxxxxxwxxwxwxxwxwxxxxwxwxxwxwxxxxxw predicted\n",
      "xwxxxxxxwxxwxwxxwxwxxxxwxwxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "157\n",
      "Input clause: >L־HJM WJCTQ HJM M<LJKM KJ\n",
      "xxwxwxxwxwxxxxwxwxxwxwxxxxxwxxw predicted\n",
      "xxwxwxxwxwxxxxwxwxxwxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "158\n",
      "Input clause: WJCTQ HJM M<LJKM KJ JWD<\n",
      "xwxxxxwxwxxwxwxxxxxwxxwxxxxw predicted\n",
      "xwxxxxwxwxxwxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "159\n",
      "Input clause: HJM M<LJKM KJ JWD< >NJ\n",
      "xwxxwxwxxxxxwxxwxxxxwxxxw predicted\n",
      "xwxxwxwxxxxxwxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "160\n",
      "Input clause: M<LJKM KJ JWD< >NJ KJ\n",
      "xwxxxxxwxxwxxxxwxxxwxxw predicted\n",
      "xwxxxxxwxxwxxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "161\n",
      "Input clause: KJ JWD< >NJ KJ BCLJ\n",
      "xxwxxxxwxxxwxxwxwxxxw predicted\n",
      "xxwxxxxwxxxwxxwxwxwxxw true value\n",
      "-\n",
      "162\n",
      "Input clause: JWD< >NJ KJ BCLJ HS<R\n",
      "xxxxwxxxwxxwxwwxxxwxwxxxw predicted\n",
      "xxxxwxxxwxxwxwxwxxwxwxxxw true value\n",
      "-\n",
      "163\n",
      "Input clause: >NJ KJ BCLJ HS<R HGDWL\n",
      "xxxwxxwxwwxxxwxwwxxxwxwxxxxw predicted\n",
      "xxxwxxwxwxwxxwxwxxxwxwxxxxw true value\n",
      "-\n",
      "164\n",
      "Input clause: KJ BCLJ HS<R HGDWL HZH\n",
      "xxwxwwxxxwxwxxxwxwxxxxwxwxxw predicted\n",
      "xxwxwxwxxwxwxxxwxwxxxxwxwxxw true value\n",
      "-\n",
      "165\n",
      "Input clause: BCLJ HS<R HGDWL HZH <LJKM\n",
      "xwxxxwxwxxxwxwxxxxwxwxxwxxxxxw predicted\n",
      "xwxwxxwxwxxxwxwxxxxwxwxxwxxxxxw true value\n",
      "-\n",
      "166\n",
      "Input clause: HS<R HGDWL HZH <LJKM WJXTRW\n",
      "xwxxxwxwxxxxwxwxxwxxxxxwxwxxxxxw predicted\n",
      "xwxxxwxwxxxxwxwxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "167\n",
      "Input clause: HGDWL HZH <LJKM WJXTRW H>NCJM\n",
      "xwxxxxwxwxxwxxxxxwxwxxxxxwxwxxxxxw predicted\n",
      "xwxxxxwxwxxwxxxxxwxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "168\n",
      "Input clause: HZH <LJKM WJXTRW H>NCJM LHCJB\n",
      "xwxxwxxxxxwxwxxxxxwxwxxxxxwxwxxxxw predicted\n",
      "xwxxwxxxxxwxwxxxxxwxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "169\n",
      "Input clause: <LJKM WJXTRW H>NCJM LHCJB >L־HJBCH\n",
      "xxxxxwxwxxxxxwxwxxxxxwxwxxxxwxxwxwxxxxw predicted\n",
      "xxxxxwxwxxxxxwxwxxxxxwxwxxxxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "170\n",
      "Input clause: WJXTRW H>NCJM LHCJB >L־HJBCH WL>\n",
      "xwxxxxxwxwxxxxxwxwxxxxwxxwxwxxxxwxwxxw predicted\n",
      "xwxxxxxwxwxxxxxwxwxxxxwxxwxwxxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "171\n",
      "Input clause: H>NCJM LHCJB >L־HJBCH WL> JKLW\n",
      "xwxxxxxwxwxxxxwxxwxwxxxxwxwxxwxxxxw predicted\n",
      "xwxxxxxwxwxxxxwxxwxwxxxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "172\n",
      "Input clause: LHCJB >L־HJBCH WL> JKLW KJ\n",
      "xwxxxxwxxwxwxxxxwxwxxwxxxxwxxw predicted\n",
      "xwxxxxwxxwxwxxxxwxwxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "173\n",
      "Input clause: >L־HJBCH WL> JKLW KJ HJM\n",
      "xxwxwxxxxwxwxxwxxxxwxxwxwxxw predicted\n",
      "xxwxwxxxxwxwxxwxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "174\n",
      "Input clause: WL> JKLW KJ HJM HWLK\n",
      "xwxxwxxxxwxxwxwxxwxxxxw predicted\n",
      "xwxxwxxxxwxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "175\n",
      "Input clause: JKLW KJ HJM HWLK WS<R\n",
      "xxxxwxxwxwxxwxxxxwxwxxxw predicted\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "xxxxwxxwxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "176\n",
      "Input clause: KJ HJM HWLK WS<R <LJHM\n",
      "xxwxwxxwxxxxwxwxxxwxxxxxw predicted\n",
      "xxwxwxxwxxxxwxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "177\n",
      "Input clause: HJM HWLK WS<R <LJHM WJQR>W\n",
      "xwxxwxxxxwxwxxxwxxxxxwxwxxxxxw predicted\n",
      "xwxxwxxxxwxwxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "178\n",
      "Input clause: HWLK WS<R <LJHM WJQR>W >L־JHWH\n",
      "xxxxwxwxxxwxxxxxwxwxxxxxwxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxxxxwxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "179\n",
      "Input clause: WS<R <LJHM WJQR>W >L־JHWH WJ>MRW\n",
      "xwxxxwxxxxxwxwxxxxxwxxwxxxxwxwxxxxxw predicted\n",
      "xwxxxwxxxxxwxwxxxxxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "180\n",
      "Input clause: <LJHM WJQR>W >L־JHWH WJ>MRW >NH\n",
      "xxxxxwxwxxxxxwxxwxxxxwxwxxxxxwxxxw predicted\n",
      "xxxxxwxwxxxxxwxxwxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "181\n",
      "Input clause: WJQR>W >L־JHWH WJ>MRW >NH JHWH\n",
      "xwxxxxxwxxwxxxxwxwxxxxxwxxxwxxxxw predicted\n",
      "xwxxxxxwxxwxxxxwxwxxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "182\n",
      "Input clause: >L־JHWH WJ>MRW >NH JHWH >L־N>\n",
      "xxwxxxxwxwxxxxxwxxxwxxxxwxxwxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxxwxxxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "183\n",
      "Input clause: WJ>MRW >NH JHWH >L־N> N>BDH\n",
      "xwxxxxxwxxxwxxxxwxxwxxwxxxxxw predicted\n",
      "xwxxxxxwxxxwxxxxwxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "184\n",
      "Input clause: >NH JHWH >L־N> N>BDH BNPC\n",
      "xxxwxxxxwxxwxxwxxxxxwxwxxxw predicted\n",
      "xxxwxxxxwxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "185\n",
      "Input clause: JHWH >L־N> N>BDH BNPC H>JC\n",
      "xxxxwxxwxxwxxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxxwxxwxxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "186\n",
      "Input clause: >L־N> N>BDH BNPC H>JC HZH\n",
      "xxwxxwxxxxxwxwxxxwxwxxxwxwxxw predicted\n",
      "xxwxxwxxxxxwxwxxxwxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "187\n",
      "Input clause: N>BDH BNPC H>JC HZH W>L־TTN\n",
      "xxxxxwxwxxxwxwxwxxwxwxxwxwxxwxxxw predicted\n",
      "xxxxxwxwxxxwxwxxxwxwxxwxwxxwxxxw true value\n",
      "-\n",
      "188\n",
      "Input clause: BNPC H>JC HZH W>L־TTN <LJNW\n",
      "xwwxxxwxwxxxwxwxxwxwxxwxxxwxxxxxw predicted\n",
      "xwxxxwxwxxxwxwxxwxwxxwxxxwxxxxxw true value\n",
      "-\n",
      "189\n",
      "Input clause: H>JC HZH W>L־TTN <LJNW DM\n",
      "xwxxxwxwxxwxwxxwxxxwxxxxxwxxw predicted\n",
      "xwxxxwxwxxwxwxxwxxxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "190\n",
      "Input clause: HZH W>L־TTN <LJNW DM NQJ>\n",
      "xwxxwxwxxwxxxwxxxxxwxxwxxxxw predicted\n",
      "xwxxwxwxxwxxxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "191\n",
      "Input clause: W>L־TTN <LJNW DM NQJ> KJ־>TH\n",
      "xwxxwxxxwxxxxxwxxwxxxxwxxwxxxw predicted\n",
      "xwxxwxxxwxxxxxwxxwxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "192\n",
      "Input clause: <LJNW DM NQJ> KJ־>TH JHWH\n",
      "xxxxxwxxwxxxxwxxwxxxwxxxxw predicted\n",
      "xxxxxwxxwxxxxwxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "193\n",
      "Input clause: DM NQJ> KJ־>TH JHWH K>CR\n",
      "xxwxxxxwxxwxxxwxxxxwxwxxxw predicted\n",
      "xxwxxxxwxxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "194\n",
      "Input clause: NQJ> KJ־>TH JHWH K>CR XPYT\n",
      "xxxxwxxwxxxwxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxxwxxxwxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "195\n",
      "Input clause: KJ־>TH JHWH K>CR XPYT <FJT\n",
      "xxwxxxwxxxxwxwxxxwxxxxwxxxxw predicted\n",
      "xxwxxxwxxxxwxwxxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "196\n",
      "Input clause: JHWH K>CR XPYT <FJT WJF>W\n",
      "xxxxwxwxxxwxxxxwxxxxwxwxxxxw predicted\n",
      "xxxxwxwxxxwxxxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "197\n",
      "Input clause: K>CR XPYT <FJT WJF>W >T־JWNH\n",
      "xwxxxwxxxxwxxxxwxwxxxxwxxwxxxxw predicted\n",
      "xwxxxwxxxxwxxxxwxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "198\n",
      "Input clause: XPYT <FJT WJF>W >T־JWNH WJVLHW\n",
      "xxxxwxxxxwxwxxxxwxxwxxxxwxwxxxxxw predicted\n",
      "xxxxwxxxxwxwxxxxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "199\n",
      "Input clause: <FJT WJF>W >T־JWNH WJVLHW >L־HJM\n",
      "xxxxwxwxxxxwxxwxxxxwxwxxxxxwxxwxwxxw predicted\n",
      "xxxxwxwxxxxwxxwxxxxwxwxxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "200\n",
      "Input clause: WJF>W >T־JWNH WJVLHW >L־HJM WJ<MD\n",
      "xwxxxxwxxwxxxxwxwxxxxxwxxwxwxxwxwxxxxw predicted\n",
      "xwxxxxwxxwxxxxwxwxxxxxwxxwxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "201\n",
      "Input clause: >T־JWNH WJVLHW >L־HJM WJ<MD HJM\n",
      "xxwxxxxwxwxxxxxwxxwxwxxwxwxxxxwxwxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxwxwxxwxwxxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "202\n",
      "Input clause: WJVLHW >L־HJM WJ<MD HJM MZ<PW\n",
      "xwxxxxxwxxwxwxxwxwxxxxwxwxxwxwxxxxw predicted\n",
      "xwxxxxxwxxwxwxxwxwxxxxwxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "203\n",
      "Input clause: >L־HJM WJ<MD HJM MZ<PW WJJR>W\n",
      "xxwxwxxwxwxxxxwxwxxwxwxxxxwxwxxxxxw predicted\n",
      "xxwxwxxwxwxxxxwxwxxwxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "204\n",
      "Input clause: WJ<MD HJM MZ<PW WJJR>W H>NCJM\n",
      "xwxxxxwxwxxwxwxwxxxwxwxxxxxwxwxxxxxw predicted\n",
      "xwxxxxwxwxxwxwxxxxwxwxxxxxwxwxxxxxw true value\n",
      "-\n",
      "205\n",
      "Input clause: HJM MZ<PW WJJR>W H>NCJM JR>H\n",
      "xwxxwxwxwxxxwxwxxxxxwxwxxxxxwxxxxw predicted\n",
      "xwxxwxwxxxxwxwxxxxxwxwxxxxxwxxxxw true value\n",
      "-\n",
      "206\n",
      "Input clause: MZ<PW WJJR>W H>NCJM JR>H GDWLH\n",
      "xwxxxxwxwxxxxxwxwxxxxxwxxxxwxxxxxw predicted\n",
      "xwxxxxwxwxxxxxwxwxxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "207\n",
      "Input clause: WJJR>W H>NCJM JR>H GDWLH >T־JHWH\n",
      "xwxxxxxwxwxxxxxwxxxxwxxxxxwxxwxxxxw predicted\n",
      "xwxxxxxwxwxxxxxwxxxxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "208\n",
      "Input clause: H>NCJM JR>H GDWLH >T־JHWH WJZBXW־ZBX\n",
      "xwxxxxxwxxxxwxxxxxwxxwxxxxwxwxxxxxwxxxw predicted\n",
      "xwxxxxxwxxxxwxxxxxwxxwxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "209\n",
      "Input clause: JR>H GDWLH >T־JHWH WJZBXW־ZBX LJHWH\n",
      "xxxxwxxxxxwxxwxxxxwxwxxxxxwxxxwxwxxxxw predicted\n",
      "xxxxwxxxxxwxxwxxxxwxwxxxxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "210\n",
      "Input clause: GDWLH >T־JHWH WJZBXW־ZBX LJHWH WJDRW\n",
      "xxxxxwxxwxxxxwxwxxxxxwxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxxxwxxwxxxxwxwxxxxxwxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "211\n",
      "Input clause: >T־JHWH WJZBXW־ZBX LJHWH WJDRW NDRJM\n",
      "xxwxxxxwxwxxxxxwxxxwxwxxxxwxwxxxxwxxxxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxxwxwxxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "212\n",
      "Input clause: WJZBXW־ZBX LJHWH WJDRW NDRJM WJMN\n",
      "xwxxxxxwxxxwxwxxxxwxwxxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxwxwxxxxwxwxxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "213\n",
      "Input clause: LJHWH WJDRW NDRJM WJMN JHWH\n",
      "xwxxxxwxwxxxxwxxxxxwxwxxxwxxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "214\n",
      "Input clause: WJDRW NDRJM WJMN JHWH DG\n",
      "xwxxxxwxxxxxwxwxxxwxxxxwxxw predicted\n",
      "xwxxxxwxxxxxwxwxxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "215\n",
      "Input clause: NDRJM WJMN JHWH DG GDWL\n",
      "xxxxxwxwxxxwxxxxwxxwxxxxw predicted\n",
      "xxxxxwxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "216\n",
      "Input clause: WJMN JHWH DG GDWL LBL<\n",
      "xwxxxwxxxxwxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "217\n",
      "Input clause: JHWH DG GDWL LBL< >T־JWNH\n",
      "xxxxwxxwxxxxwxwxxxwxxwxxxxw predicted\n",
      "xxxxwxxwxxxxwxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "218\n",
      "Input clause: DG GDWL LBL< >T־JWNH WJHJ\n",
      "xxwxxxxwxwxxxwxxwxxxxwxwxxxw predicted\n",
      "xxwxxxxwxwxxxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "219\n",
      "Input clause: GDWL LBL< >T־JWNH WJHJ JWNH\n",
      "xxxxwxwxxxwxxwxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxwxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "220\n",
      "Input clause: LBL< >T־JWNH WJHJ JWNH BM<J\n",
      "xwxxxwxxwxxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "221\n",
      "Input clause: >T־JWNH WJHJ JWNH BM<J HDG\n",
      "xxwxxxxwxwxxxwxxxxwxwxxxwxwxxw predicted\n",
      "xxwxxxxwxwxxxwxxxxwxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "222\n",
      "Input clause: WJHJ JWNH BM<J HDG CLCH\n",
      "xwxxxwxxxxwxwxxxwxwxxwxxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "223\n",
      "Input clause: JWNH BM<J HDG CLCH JMJM\n",
      "xxxxwxwxxxwxwxxwxxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "224\n",
      "Input clause: BM<J HDG CLCH JMJM WCLCH\n",
      "xwxxxwxwxxwxxxxwxxxxwxwxxxxw predicted\n",
      "xwxxxwxwxxwxxxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "225\n",
      "Input clause: HDG CLCH JMJM WCLCH LJLWT\n",
      "xwxxwxxxxwxxxxwxwxxxxwxxxxxw predicted\n",
      "xwxxwxxxxwxxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "226\n",
      "Input clause: CLCH JMJM WCLCH LJLWT WJTPLL\n",
      "xxxxwxxxxwxwxxxxwxxxxxwxwxxxxxw predicted\n",
      "xxxxwxxxxwxwxxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "227\n",
      "Input clause: JMJM WCLCH LJLWT WJTPLL JWNH\n",
      "xxxxwxwxxxxwxxxxxwxwxxxxxwxxxxw predicted\n",
      "xxxxwxwxxxxwxxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "228\n",
      "Input clause: WCLCH LJLWT WJTPLL JWNH >L־JHWH\n",
      "xwxxxxwxxxxxwxwxxxxxwxxxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxxxwxwxxxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "229\n",
      "Input clause: LJLWT WJTPLL JWNH >L־JHWH >LHJW\n",
      "xxxxxwxwxxxxxwxxxxwxxwxxxxwxxxxxw predicted\n",
      "xxxxxwxwxxxxxwxxxxwxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "230\n",
      "Input clause: WJTPLL JWNH >L־JHWH >LHJW MM<J\n",
      "xwxxxxxwxxxxwxxwxxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxxwxxwxxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "231\n",
      "Input clause: JWNH >L־JHWH >LHJW MM<J HDGH\n",
      "xxxxwxxwxxxxwxxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxxwxxxxwxxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "232\n",
      "Input clause: >L־JHWH >LHJW MM<J HDGH WJ>MR\n",
      "xxwxxxxwxxxxxwxwxxxwxwxxxwxwxxxxw predicted\n",
      "xxwxxxxwxxxxxwxwxxxwxwxxxwxwxxxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "233\n",
      "Input clause: >LHJW MM<J HDGH WJ>MR QR>TJ\n",
      "xxxxxwxwxxxwxwxxxwxwxxxxwxxxxxw predicted\n",
      "xxxxxwxwxxxwxwxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "234\n",
      "Input clause: MM<J HDGH WJ>MR QR>TJ MYRH\n",
      "xwxxxwxwxxxwxwxxxxwxxxxxwxxxxw predicted\n",
      "xwxxxwxwxxxwxwxxxxwxxxxxwxwxxxw true value\n",
      "-\n",
      "235\n",
      "Input clause: HDGH WJ>MR QR>TJ MYRH LJ\n",
      "xwxxxwxwxxxxwxxxxxwxxxxwxxw predicted\n",
      "xwxxxwxwxxxxwxxxxxwxwxxxwxxw true value\n",
      "-\n",
      "236\n",
      "Input clause: WJ>MR QR>TJ MYRH LJ >L־JHWH\n",
      "xwxxxxwxxxxxwxxxxwxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxxxwxwxxxwxxwxxwxxxxw true value\n",
      "-\n",
      "237\n",
      "Input clause: QR>TJ MYRH LJ >L־JHWH WJ<NNJ\n",
      "xxxxxwxxxxwxxwxxwxxxxwxwxxxxxw predicted\n",
      "xxxxxwxwxxxwxxwxxwxxxxwxwxxxxxw true value\n",
      "-\n",
      "238\n",
      "Input clause: MYRH LJ >L־JHWH WJ<NNJ MBVN\n",
      "xwxxxwxxwxxwxxxxwxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxwxxxxwxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "239\n",
      "Input clause: LJ >L־JHWH WJ<NNJ MBVN C>WL\n",
      "xxwxxwxxxxwxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxwxxwxxxxwxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "240\n",
      "Input clause: >L־JHWH WJ<NNJ MBVN C>WL CW<TJ\n",
      "xxwxxxxwxwxxxxxwxwxxxwxxxxwxxxxxw predicted\n",
      "xxwxxxxwxwxxxxxwxwxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "241\n",
      "Input clause: WJ<NNJ MBVN C>WL CW<TJ CM<T\n",
      "xwxxxxxwxwxxxwxxxxwxxxxxwxxxxw predicted\n",
      "xwxxxxxwxwxxxwxxxxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "242\n",
      "Input clause: MBVN C>WL CW<TJ CM<T QWLJ\n",
      "xwxxxwxxxxwxxxxxwxxxxwxxxxw predicted\n",
      "xwxxxwxxxxwxxxxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "243\n",
      "Input clause: C>WL CW<TJ CM<T QWLJ WTCLJKNJ\n",
      "xxxxwxxxxxwxxxxwxxxxwxwxxxxxxxw predicted\n",
      "xxxxwxxxxxwxxxxwxxxxwxwxxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "244\n",
      "Input clause: CW<TJ CM<T QWLJ WTCLJKNJ MYWLH\n",
      "xxxxxwxxxxwxxxxwxwxxxxxxxwxxxxxw predicted\n",
      "xxxxxwxxxxwxxxxwxwxxxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "245\n",
      "Input clause: CM<T QWLJ WTCLJKNJ MYWLH BLBB\n",
      "xxxxwxxxxwxwxxxxxxxwxxxxxwxwxxxw predicted\n",
      "xxxxwxxxxwxwxxxxxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "246\n",
      "Input clause: QWLJ WTCLJKNJ MYWLH BLBB JMJM\n",
      "xxxxwxwxxxxxxxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxwxxxxxxxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "247\n",
      "Input clause: WTCLJKNJ MYWLH BLBB JMJM WNHR\n",
      "xwxxxxxxxwxxxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xwxxxxxxxwxxxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "248\n",
      "Input clause: MYWLH BLBB JMJM WNHR JSBBNJ\n",
      "xxxxxwxwxxxwxxxxwxwxxxwxxxxxxw predicted\n",
      "xxxxxwxwxxxwxxxxwxwxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "249\n",
      "Input clause: BLBB JMJM WNHR JSBBNJ KL־MCBRJK\n",
      "xwxxxwxxxxwxwxxxwxxxxxxwxxwxxxxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxxxxxxwxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "250\n",
      "Input clause: JMJM WNHR JSBBNJ KL־MCBRJK WGLJK\n",
      "xxxxwxwxxxwxxxxxxwxxwxxxxxxwxwxxxxw predicted\n",
      "xxxxwxwxxxwxxxxxxwxxwxxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "251\n",
      "Input clause: WNHR JSBBNJ KL־MCBRJK WGLJK <LJ\n",
      "xwxxxwxxxxxxwxxwxxxxxxwxwxxxxwxxxw predicted\n",
      "xwxxxwxxxxxxwxxwxxxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "252\n",
      "Input clause: JSBBNJ KL־MCBRJK WGLJK <LJ <BRW\n",
      "xxxxxxwxxwxxxxxxwxwxxxxwxxxwxxxxw predicted\n",
      "xxxxxxwxxwxxxxxxwxwxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "253\n",
      "Input clause: KL־MCBRJK WGLJK <LJ <BRW W>NJ\n",
      "xxwxxxxxxwxwxxxxwxxxwxxxxwxwxxxw predicted\n",
      "xxwxxxxxxwxwxxxxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "254\n",
      "Input clause: WGLJK <LJ <BRW W>NJ >MRTJ\n",
      "xwxxxxwxxxwxxxxwxwxxxwxxxxxw predicted\n",
      "xwxxxxwxxxwxxxxwxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "255\n",
      "Input clause: <LJ <BRW W>NJ >MRTJ NGRCTJ\n",
      "xxxwxxxxwxwxxxwxxxxxwxxxxxxw predicted\n",
      "xxxwxxxxwxwxxxwxxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "256\n",
      "Input clause: <BRW W>NJ >MRTJ NGRCTJ MNGD\n",
      "xxxxwxwxxxwxxxxxwxxxxxxwxwxxxw predicted\n",
      "xxxxwxwxxxwxxxxxwxxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "257\n",
      "Input clause: W>NJ >MRTJ NGRCTJ MNGD <JNJK\n",
      "xwxxxwxxxxxwxxxxxxwxwxxxwxxxxxw predicted\n",
      "xwxxxwxxxxxwxxxxxxwxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "258\n",
      "Input clause: >MRTJ NGRCTJ MNGD <JNJK >K\n",
      "xxxxxwxxxxxxwxwxxxwxxxxxwxxw predicted\n",
      "xxxxxwxxxxxxwxwxxxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "259\n",
      "Input clause: NGRCTJ MNGD <JNJK >K >WSJP\n",
      "xxxxxxwxwxxxwxxxxxwxxwxxxxxw predicted\n",
      "xxxxxxwxwxxxwxxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "260\n",
      "Input clause: MNGD <JNJK >K >WSJP LHBJV\n",
      "xwxxxwxxxxxwxxwxxxxxwxwxxxxw predicted\n",
      "xwxxxwxxxxxwxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "261\n",
      "Input clause: <JNJK >K >WSJP LHBJV >L־HJKL\n",
      "xxxxxwxxwxxxxxwxwxxxxwxxwxxxxw predicted\n",
      "xxxxxwxxwxxxxxwxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "262\n",
      "Input clause: >K >WSJP LHBJV >L־HJKL QDCK\n",
      "xxwxxxxxwxwxxxxwxxwxxxxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "263\n",
      "Input clause: >WSJP LHBJV >L־HJKL QDCK >PPWNJ\n",
      "xxxxxwxwxxxxwxxwxxxxwxxxxwxxxxxxw predicted\n",
      "xxxxxwxwxxxxwxxwxxxxwxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "264\n",
      "Input clause: LHBJV >L־HJKL QDCK >PPWNJ MJM\n",
      "xwxxxxwxxwxxxxwxxxxwxxxxxxwxxxw predicted\n",
      "xwxxxxwxxwxxxxwxxxxwxxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "265\n",
      "Input clause: >L־HJKL QDCK >PPWNJ MJM <D־NPC\n",
      "xxwxxxxwxxxxwxxxxxxwxxxwxxwxxxw predicted\n",
      "xxwxxxxwxxxxwxxxxxxwxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "266\n",
      "Input clause: QDCK >PPWNJ MJM <D־NPC THWM\n",
      "xxxxwxxxxxxwxxxwxxwxxxwxxxxw predicted\n",
      "xxxxwxxxxxxwxxxwxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "267\n",
      "Input clause: >PPWNJ MJM <D־NPC THWM JSBBNJ\n",
      "xxxxxxwxxxwxxwxxxwxxxxwxxxxxxw predicted\n",
      "xxxxxxwxxxwxxwxxxwxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "268\n",
      "Input clause: MJM <D־NPC THWM JSBBNJ SWP\n",
      "xxxwxxwxxxwxxxxwxxxxxxwxxxw predicted\n",
      "xxxwxxwxxxwxxxxwxxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "269\n",
      "Input clause: <D־NPC THWM JSBBNJ SWP XBWC\n",
      "xxwxxxwxxxxwxxxxxxwxxxwxxxxw predicted\n",
      "xxwxxxwxxxxwxxxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "270\n",
      "Input clause: THWM JSBBNJ SWP XBWC LR>CJ\n",
      "xxxxwxxxxxxwxxxwxxxxwxwxxxxw predicted\n",
      "xxxxwxxxxxxwxxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "271\n",
      "Input clause: JSBBNJ SWP XBWC LR>CJ LQYBJ\n",
      "xxxxxxwxxxwxxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxxxxwxxxwxxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "272\n",
      "Input clause: SWP XBWC LR>CJ LQYBJ HRJM\n",
      "xxxwxxxxwxwxxxxwxwxxxxwxxxxw predicted\n",
      "xxxwxxxxwxwxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "273\n",
      "Input clause: XBWC LR>CJ LQYBJ HRJM JRDTJ\n",
      "xxxxwxwxxxxwxwxxxxwxxxxwxxxxxw predicted\n",
      "xxxxwxwxxxxwxwxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "274\n",
      "Input clause: LR>CJ LQYBJ HRJM JRDTJ H>RY\n",
      "xwxxxxwxwxxxxwxxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "275\n",
      "Input clause: LQYBJ HRJM JRDTJ H>RY BRXJH\n",
      "xwxxxxwxxxxwxxxxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxxwxxxxwxxxxxwxwxxxwxxxxxw true value\n",
      "-\n",
      "276\n",
      "Input clause: HRJM JRDTJ H>RY BRXJH B<DJ\n",
      "xxxxwxxxxxwxwxxxwxwxxxxwxxxxw predicted\n",
      "xxxxwxxxxxwxwxxxwxxxxxwxxxxw true value\n",
      "-\n",
      "277\n",
      "Input clause: JRDTJ H>RY BRXJH B<DJ L<WLM\n",
      "xxxxxwxwxxxwxwxxxxwxxxxwxwxxxxw predicted\n",
      "xxxxxwxwxxxwxxxxxwxxxxwxwxxxxw true value\n",
      "-\n",
      "278\n",
      "Input clause: H>RY BRXJH B<DJ L<WLM WT<L\n",
      "xwxxxwxwxxxxwxxxxwxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxxxwxxxxwxwxxxxwxwxxxw true value\n",
      "-\n",
      "279\n",
      "Input clause: BRXJH B<DJ L<WLM WT<L MCXT\n",
      "xwxxxxwxxxxwxwxxxxwxwxxxwxxxxw predicted\n",
      "xxxxxwxxxxwxwxxxxwxwxxxwxwxxxw true value\n",
      "-\n",
      "280\n",
      "Input clause: B<DJ L<WLM WT<L MCXT XJJ\n",
      "xxxxwxwxxxxwxwxxxwxxxxwxxxw predicted\n",
      "xxxxwxwxxxxwxwxxxwxwxxxwxxxw true value\n",
      "-\n",
      "281\n",
      "Input clause: L<WLM WT<L MCXT XJJ JHWH\n",
      "xwxxxxwxwxxxwxxxxwxxxwxxxxw predicted\n",
      "xwxxxxwxwxxxwxwxxxwxxxwxxxxw true value\n",
      "-\n",
      "282\n",
      "Input clause: WT<L MCXT XJJ JHWH >LHJ\n",
      "xwxxxwxxxxwxxxwxxxxwxxxxw predicted\n",
      "xwxxxwxwxxxwxxxwxxxxwxxxxw true value\n",
      "-\n",
      "283\n",
      "Input clause: MCXT XJJ JHWH >LHJ BHT<VP\n",
      "xxxxwxxxwxxxxwxxxxwxwxxxxxw predicted\n",
      "xwxxxwxxxwxxxxwxxxxwxwxxxxxw true value\n",
      "-\n",
      "284\n",
      "Input clause: XJJ JHWH >LHJ BHT<VP <LJ\n",
      "xxxwxxxxwxxxxwxwxxxxxwxxxw predicted\n",
      "xxxwxxxxwxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "285\n",
      "Input clause: JHWH >LHJ BHT<VP <LJ NPCJ\n",
      "xxxxwxxxxwxwxxxxxwxxxwxxxxw predicted\n",
      "xxxxwxxxxwxwxxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "286\n",
      "Input clause: >LHJ BHT<VP <LJ NPCJ >T־JHWH\n",
      "xxxxwxwxxxxxwxxxwxxxxwxxwxxxxw predicted\n",
      "xxxxwxwxxxxxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "287\n",
      "Input clause: BHT<VP <LJ NPCJ >T־JHWH ZKRTJ\n",
      "xwxxxxxwxxxwxxxxwxxwxxxxwxxxxxw predicted\n",
      "xwxxxxxwxxxwxxxxwxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "288\n",
      "Input clause: <LJ NPCJ >T־JHWH ZKRTJ WTBW>\n",
      "xxxwxxxxwxxwxxxxwxxxxxwxwxxxxw predicted\n",
      "xxxwxxxxwxxwxxxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "289\n",
      "Input clause: NPCJ >T־JHWH ZKRTJ WTBW> >LJK\n",
      "xxxxwxxwxxxxwxxxxxwxwxxxxwxxxxw predicted\n",
      "xxxxwxxwxxxxwxxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "290\n",
      "Input clause: >T־JHWH ZKRTJ WTBW> >LJK TPLTJ\n",
      "xxwxxxxwxxxxxwxwxxxxwxxxxwxxxxxw predicted\n",
      "xxwxxxxwxxxxxwxwxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "291\n",
      "Input clause: ZKRTJ WTBW> >LJK TPLTJ >L־HJKL\n",
      "xxxxxwxwxxxxwxxxxwxxxxxwxxwxxxxw predicted\n",
      "xxxxxwxwxxxxwxxxxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "292\n",
      "Input clause: WTBW> >LJK TPLTJ >L־HJKL QDCK\n",
      "xwxxxxwxxxxwxxxxxwxxwxxxxwxxxxw predicted\n",
      "xwxxxxwxxxxwxxxxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "293\n",
      "Input clause: >LJK TPLTJ >L־HJKL QDCK MCMRJM\n",
      "xxxxwxxxxxwxxwxxxxwxxxxwxwxxxxxw predicted\n",
      "xxxxwxxxxxwxxwxxxxwxxxxwxxxxxxw true value\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "294\n",
      "Input clause: TPLTJ >L־HJKL QDCK MCMRJM HBLJ־CW>\n",
      "xxxxxwxxwxxxxwxxxxwxwxxxxxwxxxxwxxxw predicted\n",
      "xxxxxwxxwxxxxwxxxxwxxxxxxwxxxxwxxxw true value\n",
      "-\n",
      "295\n",
      "Input clause: >L־HJKL QDCK MCMRJM HBLJ־CW> XSDM\n",
      "xxwxxxxwxxxxwxwxxxxxwxxxxwxxxwxxxxw predicted\n",
      "xxwxxxxwxxxxwxxxxxxwxxxxwxxxwxxxxw true value\n",
      "-\n",
      "296\n",
      "Input clause: QDCK MCMRJM HBLJ־CW> XSDM J<ZBW\n",
      "xxxxwxwxxxxxwxxxxwxxxwxxxxwxxxxxw predicted\n",
      "xxxxwxxxxxxwxxxxwxxxwxxxxwxxxxxw true value\n",
      "-\n",
      "297\n",
      "Input clause: MCMRJM HBLJ־CW> XSDM J<ZBW W>NJ\n",
      "xwxxxxxwxxxxwxxxwxxxxwxxxxxwxwxxxw predicted\n",
      "xxxxxxwxxxxwxxxwxxxxwxxxxxwxwxxxw true value\n",
      "-\n",
      "298\n",
      "Input clause: HBLJ־CW> XSDM J<ZBW W>NJ BQWL\n",
      "xxxxwxxxwxxxxwxxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxxxwxxxxwxxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "299\n",
      "Input clause: XSDM J<ZBW W>NJ BQWL TWDH\n",
      "xxxxwxxxxxwxwxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxxxxxwxwxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "300\n",
      "Input clause: J<ZBW W>NJ BQWL TWDH >ZBXH־LK\n",
      "xxxxxwxwxxxwxwxxxwxxxxwxxxxxwxxw predicted\n",
      "xxxxxwxwxxxwxwxxxwxxxxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "301\n",
      "Input clause: W>NJ BQWL TWDH >ZBXH־LK >CR\n",
      "xwxxxwxwxxxwxxxxwxxxxxwxxwxxxw predicted\n",
      "xwxxxwxwxxxwxxxxwxxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "302\n",
      "Input clause: BQWL TWDH >ZBXH־LK >CR NDRTJ\n",
      "xwxxxwxxxxwxxxxxwxxwxxxwxxxxxw predicted\n",
      "xwxxxwxxxxwxxxxxwxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "303\n",
      "Input clause: TWDH >ZBXH־LK >CR NDRTJ >CLMH\n",
      "xxxxwxxxxxwxxwxxxwxxxxxwxxxxxw predicted\n",
      "xxxxwxxxxxwxxwxxxwxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "304\n",
      "Input clause: >ZBXH־LK >CR NDRTJ >CLMH JCW<TH\n",
      "xxxxxwxxwxxxwxxxxxwxxxxxwxxxxxxw predicted\n",
      "xxxxxwxxwxxxwxxxxxwxxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "305\n",
      "Input clause: >CR NDRTJ >CLMH JCW<TH LJHWH\n",
      "xxxwxxxxxwxxxxxwxxxxxxwxwxxxxw predicted\n",
      "xxxwxxxxxwxxxxxwxxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "306\n",
      "Input clause: NDRTJ >CLMH JCW<TH LJHWH WJ>MR\n",
      "xxxxxwxxxxxwxxxxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxxxwxxxxxwxxxxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "307\n",
      "Input clause: >CLMH JCW<TH LJHWH WJ>MR JHWH\n",
      "xxxxxwxxxxxxwxwxxxxwxwxxxxwxxxxw predicted\n",
      "xxxxxwxxxxxxwxwxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "308\n",
      "Input clause: JCW<TH LJHWH WJ>MR JHWH LDG\n",
      "xxxxxxwxwxxxxwxwxxxxwxxxxwxwxxw predicted\n",
      "xxxxxxwxwxxxxwxwxxxxwxxxxwxwwxxw true value\n",
      "-\n",
      "309\n",
      "Input clause: LJHWH WJ>MR JHWH LDG WJQ>\n",
      "xwxxxxwxwxxxxwxxxxwxwxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxwxwwxxwxwxxxw true value\n",
      "-\n",
      "310\n",
      "Input clause: WJ>MR JHWH LDG WJQ> >T־JWNH\n",
      "xwxxxxwxxxxwxwxxwxwxxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxxwxwwxxwxwxxxwxxwxxxxw true value\n",
      "-\n",
      "311\n",
      "Input clause: JHWH LDG WJQ> >T־JWNH >L־HJBCH\n",
      "xxxxwxwxxwxwxxxwxxwxxxxwxxwxwxxxxw predicted\n",
      "xxxxwxwwxxwxwxxxwxxwxxxxwxxwxwxxxxw true value\n",
      "-\n",
      "312\n",
      "Input clause: LDG WJQ> >T־JWNH >L־HJBCH WJHJ\n",
      "xwwxxwxwxxxwxxwxxxxwxxwxwxxxxwxwxxxw predicted\n",
      "xwwxxwxwxxxwxxwxxxxwxxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "313\n",
      "Input clause: WJQ> >T־JWNH >L־HJBCH WJHJ DBR־JHWH\n",
      "xwxxxwxxwxxxxwxxwxwxxxxwxwxxxwxxxwxxxxw predicted\n",
      "xwxxxwxxwxxxxwxxwxwxxxxwxwxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "314\n",
      "Input clause: >T־JWNH >L־HJBCH WJHJ DBR־JHWH >L־JWNH\n",
      "xxwxxxxwxxwxwxxxxwxwxxxwxxxwxxxxwxxwxxxxw predicted\n",
      "xxwxxxxwxxwxwxxxxwxwxxxwxxxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "315\n",
      "Input clause: >L־HJBCH WJHJ DBR־JHWH >L־JWNH CNJT\n",
      "xxwxwxxxxwxwxxxwxxxwxxxxwxxwxxxxwxxxxw predicted\n",
      "xxwxwxxxxwxwxxxwxxxwxxxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "316\n",
      "Input clause: WJHJ DBR־JHWH >L־JWNH CNJT L>MR\n",
      "xwxxxwxxxwxxxxwxxwxxxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxxwxxxxwxxwxxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "317\n",
      "Input clause: DBR־JHWH >L־JWNH CNJT L>MR QWM\n",
      "xxxwxxxxwxxwxxxxwxxxxwxwxxxwxxxw predicted\n",
      "xxxwxxxxwxxwxxxxwxxxxwxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "318\n",
      "Input clause: >L־JWNH CNJT L>MR QWM LK\n",
      "xxwxxxxwxxxxwxwxxxwxxxwxxw predicted\n",
      "xxwxxxxwxxxxwxwxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "319\n",
      "Input clause: CNJT L>MR QWM LK >L־NJNWH\n",
      "xxxxwxwxxxwxxxwxxwxxwxxxxxw predicted\n",
      "xxxxwxwxxxwxxxwxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "320\n",
      "Input clause: L>MR QWM LK >L־NJNWH H<JR\n",
      "xwxxxwxxxwxxwxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxxwxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "321\n",
      "Input clause: QWM LK >L־NJNWH H<JR HGDWLH\n",
      "xxxwxxwxxwxxxxxwxwxxxwxwxxxxxw predicted\n",
      "xxxwxxwxxwxxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "322\n",
      "Input clause: LK >L־NJNWH H<JR HGDWLH WQR>\n",
      "xxwxxwxxxxxwxwxxxwxwxxxxxwxwxxxw predicted\n",
      "xxwxxwxxxxxwxwxxxwxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "323\n",
      "Input clause: >L־NJNWH H<JR HGDWLH WQR> >LJH\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "324\n",
      "Input clause: H<JR HGDWLH WQR> >LJH >T־HQRJ>H\n",
      "xwxxxwxwxxxxxwxwxxxwxxxxwxxwxwxxxxxw predicted\n",
      "xwxxxwxwxxxxxwxwxxxwxxxxwxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "325\n",
      "Input clause: HGDWLH WQR> >LJH >T־HQRJ>H >CR\n",
      "xwxxxxxwxwxxxwxxxxwxxwxwxxxxxwxxxw predicted\n",
      "xwxxxxxwxwxxxwxxxxwxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "326\n",
      "Input clause: WQR> >LJH >T־HQRJ>H >CR >NKJ\n",
      "xwxxxwxxxxwxxwxwxxxxxwxxxwxxxxw predicted\n",
      "xwxxxwxxxxwxxwxwxxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "327\n",
      "Input clause: >LJH >T־HQRJ>H >CR >NKJ DBR\n",
      "xxxxwxxwxwxxxxxwxxxwxxxxwxxxw predicted\n",
      "xxxxwxxwxwxxxxxwxxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "328\n",
      "Input clause: >T־HQRJ>H >CR >NKJ DBR >LJK\n",
      "xxwxwxxxxxwxxxwxxxxwxxxwxxxxw predicted\n",
      "xxwxwxxxxxwxxxwxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "329\n",
      "Input clause: >CR >NKJ DBR >LJK WJQM\n",
      "xxxwxxxxwxxxwxxxxwxwxxxw predicted\n",
      "xxxwxxxxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "330\n",
      "Input clause: >NKJ DBR >LJK WJQM JWNH\n",
      "xxxxwxxxwxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxxxwxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "331\n",
      "Input clause: DBR >LJK WJQM JWNH WJLK\n",
      "xxxwxxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xxxwxxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "332\n",
      "Input clause: >LJK WJQM JWNH WJLK >L־NJNWH\n",
      "xxxxwxwxxxwxxxxwxwxxxwxxwxxxxxw predicted\n",
      "xxxxwxwxxxwxxxxwxwxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "333\n",
      "Input clause: WJQM JWNH WJLK >L־NJNWH KDBR\n",
      "xwxxxwxxxxwxwxxxwxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "334\n",
      "Input clause: JWNH WJLK >L־NJNWH KDBR JHWH\n",
      "xxxxwxwxxxwxxwxxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxwxxxwxxwxxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "335\n",
      "Input clause: WJLK >L־NJNWH KDBR JHWH WNJNWH\n",
      "xwxxxwxxwxxxxxwxwxxxwxxxxwxwxxxxxw predicted\n",
      "xwxxxwxxwxxxxxwxwxxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "336\n",
      "Input clause: >L־NJNWH KDBR JHWH WNJNWH HJTH\n",
      "xxwxxxxxwxwxxxwxxxxwxwxxxxxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxwxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "337\n",
      "Input clause: KDBR JHWH WNJNWH HJTH <JR־GDWLH\n",
      "xwxxxwxxxxwxwxxxxxwxxxxwxxxwxxxxxw predicted\n",
      "xwxxxwxxxxwxwxxxxxwxxxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "338\n",
      "Input clause: JHWH WNJNWH HJTH <JR־GDWLH L>LHJM\n",
      "xxxxwxwxxxxxwxxxxwxxxwxxxxxwxwxxxxxw predicted\n",
      "xxxxwxwxxxxxwxxxxwxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "339\n",
      "Input clause: WNJNWH HJTH <JR־GDWLH L>LHJM MHLK\n",
      "xwxxxxxwxxxxwxxxwxxxxxwxwxxxxxwxxxxw predicted\n",
      "xwxxxxxwxxxxwxxxwxxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "340\n",
      "Input clause: HJTH <JR־GDWLH L>LHJM MHLK CLCT\n",
      "xxxxwxxxwxxxxxwxwxxxxxwxxxxwxxxxw predicted\n",
      "xxxxwxxxwxxxxxwxwxxxxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "341\n",
      "Input clause: <JR־GDWLH L>LHJM MHLK CLCT JMJM\n",
      "xxxwxxxxxwxwxxxxxwxxxxwxxxxwxxxxw predicted\n",
      "xxxwxxxxxwxwxxxxxwxxxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "342\n",
      "Input clause: L>LHJM MHLK CLCT JMJM WJXL\n",
      "xwxxxxxwxxxxwxxxxwxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxxwxxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "343\n",
      "Input clause: MHLK CLCT JMJM WJXL JWNH\n",
      "xxxxwxxxxwxxxxwxwxxxwxxxxw predicted\n",
      "xxxxwxxxxwxxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "344\n",
      "Input clause: CLCT JMJM WJXL JWNH LBW>\n",
      "xxxxwxxxxwxwxxxwxxxxwxwxxxw predicted\n",
      "xxxxwxxxxwxwxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "345\n",
      "Input clause: JMJM WJXL JWNH LBW> B<JR\n",
      "xxxxwxwxxxwxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxwxxxwxxxxwxwxxxwxwwxxxw true value\n",
      "-\n",
      "346\n",
      "Input clause: WJXL JWNH LBW> B<JR MHLK\n",
      "xwxxxwxxxxwxwxxxwxwxxxwxxxxw predicted\n",
      "xwxxxwxxxxwxwxxxwxwwxxxwxxxxw true value\n",
      "-\n",
      "347\n",
      "Input clause: JWNH LBW> B<JR MHLK JWM\n",
      "xxxxwxwxxxwxwxxxwxxxxwxxxw predicted\n",
      "xxxxwxwxxxwxwwxxxwxxxxwxxxw true value\n",
      "-\n",
      "348\n",
      "Input clause: LBW> B<JR MHLK JWM >XD\n",
      "xwxxxwxwxxxwxwwxxxwxxxwxxxw predicted\n",
      "xwxxxwxwwxxxwxxxxwxxxwxxxw true value\n",
      "-\n",
      "349\n",
      "Input clause: B<JR MHLK JWM >XD WJQR>\n",
      "xwwxxxwxxxxwxxxwxxxwxwxxxxw predicted\n",
      "xwwxxxwxxxxwxxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "350\n",
      "Input clause: MHLK JWM >XD WJQR> WJ>MR\n",
      "xxxxwxxxwxxxwxwxxxxwxwxxxxw predicted\n",
      "xxxxwxxxwxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "351\n",
      "Input clause: JWM >XD WJQR> WJ>MR <WD\n",
      "xxxwxxxwxwxxxxwxwxxxxwxxxw predicted\n",
      "xxxwxxxwxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "352\n",
      "Input clause: >XD WJQR> WJ>MR <WD >RB<JM\n",
      "xxxwxwxxxxwxwxxxxwxxxwxxxxxxw predicted\n",
      "xxxwxwxxxxwxwxxxxwxxxwxxxxxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "353\n",
      "Input clause: WJQR> WJ>MR <WD >RB<JM JWM\n",
      "xwxxxxwxwxxxxwxxxwxxxxxxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxwxxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "354\n",
      "Input clause: WJ>MR <WD >RB<JM JWM WNJNWH\n",
      "xwxxxxwxxxwxxxxxxwxxxwxwxxxxxw predicted\n",
      "xwxxxxwxxxwxxxxxxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "355\n",
      "Input clause: <WD >RB<JM JWM WNJNWH NHPKT\n",
      "xxxwxxxxxxwxxxwxwxxxxxwxxxxxw predicted\n",
      "xxxwxxxxxxwxxxwxwxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "356\n",
      "Input clause: >RB<JM JWM WNJNWH NHPKT WJ>MJNW\n",
      "xxxxxxwxxxwxwxxxxxwxxxxxwxwxxxxxxw predicted\n",
      "xxxxxxwxxxwxwxxxxxwxxxxxwxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "357\n",
      "Input clause: JWM WNJNWH NHPKT WJ>MJNW >NCJ\n",
      "xxxwxwxxxxxwxxxxxwxwxxxxxxwxxxxw predicted\n",
      "xxxwxwxxxxxwxxxxxwxwxxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "358\n",
      "Input clause: WNJNWH NHPKT WJ>MJNW >NCJ NJNWH\n",
      "xwxxxxxwxxxxxwxwxxxxxxwxxxxwxxxxxw predicted\n",
      "xwxxxxxwxxxxxwxwxxxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "359\n",
      "Input clause: NHPKT WJ>MJNW >NCJ NJNWH B>LHJM\n",
      "xxxxxwxwxxxxxxwxxxxwxxxxxwxwxxxxxw predicted\n",
      "xxxxxwxwxxxxxxwxxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "360\n",
      "Input clause: WJ>MJNW >NCJ NJNWH B>LHJM WJQR>W־YWM\n",
      "xwxxxxxxwxxxxwxxxxxwxwxxxxxwxwxxxxxwxxxw predicted\n",
      "xwxxxxxxwxxxxwxxxxxwxwxxxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "361\n",
      "Input clause: >NCJ NJNWH B>LHJM WJQR>W־YWM WJLBCW\n",
      "xxxxwxxxxxwxwxxxxxwxwxxxxxwxxxwxwxxxxxw predicted\n",
      "xxxxwxxxxxwxwxxxxxwxwxxxxxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "362\n",
      "Input clause: NJNWH B>LHJM WJQR>W־YWM WJLBCW FQJM\n",
      "xxxxxwxwxxxxxwxwxxxxxwxxxwxwxxxxxwxxxxw predicted\n",
      "xxxxxwxwxxxxxwxwxxxxxwxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "363\n",
      "Input clause: B>LHJM WJQR>W־YWM WJLBCW FQJM MGDWLM\n",
      "xwxxxxxwxwxxxxxwxxxwxwxxxxxwxxxxwxxxxxxw predicted\n",
      "xwxxxxxwxwxxxxxwxxxwxwxxxxxwxxxxwxwxxxxxw true value\n",
      "-\n",
      "364\n",
      "Input clause: WJQR>W־YWM WJLBCW FQJM MGDWLM W<D־QVNM\n",
      "xwxxxxxwxxxwxwxxxxxwxxxxwxxxxxxwxwxxwxxxxw predicted\n",
      "xwxxxxxwxxxwxwxxxxxwxxxxwxwxxxxxwxwxxwxxxxw true value\n",
      "-\n",
      "365\n",
      "Input clause: WJLBCW FQJM MGDWLM W<D־QVNM WJG<\n",
      "xwxxxxxwxxxxwxxxxxxwxwxxwxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxxxwxwxxxxxwxwxxwxxxxwxwxxxw true value\n",
      "-\n",
      "366\n",
      "Input clause: FQJM MGDWLM W<D־QVNM WJG< HDBR\n",
      "xxxxwxxxxxxwxwxxwxxxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxwxxxxxwxwxxwxxxxwxwxxxwxwxxxw true value\n",
      "-\n",
      "367\n",
      "Input clause: MGDWLM W<D־QVNM WJG< HDBR >L־MLK\n",
      "xxxxxxwxwxxwxxxxwxwxxxwxwxxxwxxwxxxw predicted\n",
      "xwxxxxxwxwxxwxxxxwxwxxxwxwxxxwxxwxxxw true value\n",
      "-\n",
      "368\n",
      "Input clause: W<D־QVNM WJG< HDBR >L־MLK NJNWH\n",
      "xwxxwxxxxwxwxxxwxwxxxwxxwxxxwxxxxxw predicted\n",
      "xwxxwxxxxwxwxxxwxwxxxwxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "369\n",
      "Input clause: WJG< HDBR >L־MLK NJNWH WJQM\n",
      "xwxxxwxwxxxwxxwxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxwxxxwxxwxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "370\n",
      "Input clause: HDBR >L־MLK NJNWH WJQM MKS>W\n",
      "xwxxxwxxwxxxwxxxxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxwxxwxxxwxxxxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "371\n",
      "Input clause: >L־MLK NJNWH WJQM MKS>W WJ<BR\n",
      "xxwxxxwxxxxxwxwxxxwxwxxxxwxwxxxxw predicted\n",
      "xxwxxxwxxxxxwxwxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "372\n",
      "Input clause: NJNWH WJQM MKS>W WJ<BR >DRTW\n",
      "xxxxxwxwxxxwxwxxxxwxwxxxxwxxxxxw predicted\n",
      "xxxxxwxwxxxwxwxxxxwxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "373\n",
      "Input clause: WJQM MKS>W WJ<BR >DRTW M<LJW\n",
      "xwxxxwxwxxxxwxwxxxxwxxxxxwxwxxxxw predicted\n",
      "xwxxxwxwxxxxwxwxxxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "374\n",
      "Input clause: MKS>W WJ<BR >DRTW M<LJW WJKS\n",
      "xwxxxxwxwxxxxwxxxxxwxwxxxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "375\n",
      "Input clause: WJ<BR >DRTW M<LJW WJKS FQ\n",
      "xwxxxxwxxxxxwxwxxxxwxwxxxwxxw predicted\n",
      "xwxxxxwxxxxxwxwxxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "376\n",
      "Input clause: >DRTW M<LJW WJKS FQ WJCB\n",
      "xxxxxwxwxxxxwxwxxxwxxwxwxxxw predicted\n",
      "xxxxxwxwxxxxwxwxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "377\n",
      "Input clause: M<LJW WJKS FQ WJCB <L־H>PR\n",
      "xwxxxxwxwxxxwxxwxwxxxwxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxwxxwxwxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "378\n",
      "Input clause: WJKS FQ WJCB <L־H>PR WJZ<Q\n",
      "xwxxxwxxwxwxxxwxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxwxxwxwxxxwxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "379\n",
      "Input clause: FQ WJCB <L־H>PR WJZ<Q WJ>MR\n",
      "xxwxwxxxwxxwxwxxxwxwxxxxwxwxxxxw predicted\n",
      "xxwxwxxxwxxwxwxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "380\n",
      "Input clause: WJCB <L־H>PR WJZ<Q WJ>MR BNJNWH\n",
      "xwxxxwxxwxwxxxwxwxxxxwxwxxxxwxwwxxxxxw predicted\n",
      "xwxxxwxxwxwxxxwxwxxxxwxwxxxxwxwxxxxxw true value\n",
      "-\n",
      "381\n",
      "Input clause: <L־H>PR WJZ<Q WJ>MR BNJNWH MV<M\n",
      "xxwxwxxxwxwxxxxwxwxxxxwxwxxxxxwxwxxxw predicted\n",
      "xxwxwxxxwxwxxxxwxwxxxxwxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "382\n",
      "Input clause: WJZ<Q WJ>MR BNJNWH MV<M HMLK\n",
      "xwxxxxwxwxxxxwxwwxxxxxwxwxxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxwxxxxxwxwxxxwxwxxxw true value\n",
      "-\n",
      "383\n",
      "Input clause: WJ>MR BNJNWH MV<M HMLK WGDLJW\n",
      "xwxxxxwxwxxxxxwxwxxxwxwxxxwxwxxxxxw predicted\n",
      "xwxxxxwxwxxxxxwxwxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "384\n",
      "Input clause: BNJNWH MV<M HMLK WGDLJW L>MR\n",
      "xwxxxxxwxwxxxwxwxxxwxwxxxxxwxwxxxw predicted\n",
      "xwxxxxxwxwxxxwxwxxxwxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "385\n",
      "Input clause: MV<M HMLK WGDLJW L>MR H>DM\n",
      "xwxxxwxwxxxwxwxxxxxwxwxxxwxwxxxw predicted\n",
      "xwxxxwxwxxxwxwxxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "386\n",
      "Input clause: HMLK WGDLJW L>MR H>DM WHBHMH\n",
      "xwxxxwxwxxxxxwxwxxxwxwxxxwxwxwxxxxw predicted\n",
      "xwxxxwxwxxxxxwxwxxxwxwxxxwxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "387\n",
      "Input clause: WGDLJW L>MR H>DM WHBHMH HBQR\n",
      "xwxxxxxwxwxxxwxwxxxwxwxwxxxxwxwxxxw predicted\n",
      "xwxxxxxwxwxxxwxwxxxwxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "388\n",
      "Input clause: L>MR H>DM WHBHMH HBQR WHY>N\n",
      "xwxxxwxwxxxwxwxwxxxxwxwxxxwxwxwxxxw predicted\n",
      "xwxxxwxwxxxwxwxwxxxxwxwxxxwxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "389\n",
      "Input clause: H>DM WHBHMH HBQR WHY>N >L־JV<MW\n",
      "xwxxxwxwxwxxxxwxwxxxwxwxwxxxwxxwxxxxxw predicted\n",
      "xwxxxwxwxwxxxxwxwxxxwxwxwxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "390\n",
      "Input clause: WHBHMH HBQR WHY>N >L־JV<MW M>WMH\n",
      "xwxwxxxxwxwxxxwxwxwxxxwxxwxxxxxwxxxxxw predicted\n",
      "xwxwxxxxwxwxxxwxwxwxxxwxxwxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "391\n",
      "Input clause: HBQR WHY>N >L־JV<MW M>WMH >L־JR<W\n",
      "xwxxxwxwxwxxxwxxwxxxxxwxxxxxwxxwxxxxw predicted\n",
      "xwxxxwxwxwxxxwxxwxxxxxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "392\n",
      "Input clause: WHY>N >L־JV<MW M>WMH >L־JR<W WMJM\n",
      "xwxwxxxwxxwxxxxxwxxxxxwxxwxxxxwxwxxxw predicted\n",
      "xwxwxxxwxxwxxxxxwxxxxxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "393\n",
      "Input clause: >L־JV<MW M>WMH >L־JR<W WMJM >L־JCTW\n",
      "xxwxxxxxwxxxxxwxxwxxxxwxwxxxwxxwxxxxw predicted\n",
      "xxwxxxxxwxxxxxwxxwxxxxwxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "394\n",
      "Input clause: M>WMH >L־JR<W WMJM >L־JCTW WJTKSW\n",
      "xxxxxwxxwxxxxwxwxxxwxxwxxxxwxwxxxxxw predicted\n",
      "xxxxxwxxwxxxxwxwxxxwxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "395\n",
      "Input clause: >L־JR<W WMJM >L־JCTW WJTKSW FQJM\n",
      "xxwxxxxwxwxxxwxxwxxxxwxwxxxxxwxxxxw predicted\n",
      "xxwxxxxwxwxxxwxxwxxxxwxwxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "396\n",
      "Input clause: WMJM >L־JCTW WJTKSW FQJM H>DM\n",
      "xwxxxwxxwxxxxwxwxxxxxwxxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxxxwxwxxxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "397\n",
      "Input clause: >L־JCTW WJTKSW FQJM H>DM WHBHMH\n",
      "xxwxxxxwxwxxxxxwxxxxwxwxxxwxwxwxxxxw predicted\n",
      "xxwxxxxwxwxxxxxwxxxxwxwxxxwxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "398\n",
      "Input clause: WJTKSW FQJM H>DM WHBHMH WJQR>W\n",
      "xwxxxxxwxxxxwxwxxxwxwxwxxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxxxxwxwxxxwxwxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "399\n",
      "Input clause: FQJM H>DM WHBHMH WJQR>W >L־>LHJM\n",
      "xxxxwxwxxxwxwxwxxxxwxwxxxxxwxxwxxxxxw predicted\n",
      "xxxxwxwxxxwxwxwxxxxwxwxxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "400\n",
      "Input clause: H>DM WHBHMH WJQR>W >L־>LHJM BXZQH\n",
      "xwxxxwxwxwxxxxwxwxxxxxwxxwxxxxxwxwxxxxw predicted\n",
      "xwxxxwxwxwxxxxwxwxxxxxwxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "401\n",
      "Input clause: WHBHMH WJQR>W >L־>LHJM BXZQH WJCBW\n",
      "xwxwxxxxwxwxxxxxwxxwxxxxxwxwxxxxwxwxxxxw predicted\n",
      "xwxwxxxxwxwxxxxxwxxwxxxxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "402\n",
      "Input clause: WJQR>W >L־>LHJM BXZQH WJCBW >JC\n",
      "xwxxxxxwxxwxxxxxwxwxxxxwxwxxxxwxxxw predicted\n",
      "xwxxxxxwxxwxxxxxwxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "403\n",
      "Input clause: >L־>LHJM BXZQH WJCBW >JC MDRKW\n",
      "xxwxxxxxwxwxxxxwxwxxxxwxxxwxwxxxxw predicted\n",
      "xxwxxxxxwxwxxxxwxwxxxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "404\n",
      "Input clause: BXZQH WJCBW >JC MDRKW HR<H\n",
      "xwxxxxwxwxxxxwxxxwxwxxxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "405\n",
      "Input clause: WJCBW >JC MDRKW HR<H WMN־HXMS\n",
      "xwxxxxwxxxwxwxxxxwxwxxxwxwxxwxwxxxw predicted\n",
      "xwxxxxwxxxwxwxxxxwxwxxxwxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "406\n",
      "Input clause: >JC MDRKW HR<H WMN־HXMS >CR\n",
      "xxxwxwxxxxwxwxxxwxwxxwxwxxxwxxxw predicted\n",
      "xxxwxwxxxxwxwxxxwxwxxwxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "407\n",
      "Input clause: MDRKW HR<H WMN־HXMS >CR BKPJHM\n",
      "xwxxxxwxwxxxwxwxxwxwxxxwxxxwxwwxxxxxw predicted\n",
      "xwxxxxwxwxxxwxwxxwxwxxxwxxxwxwxxxxxw true value\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "408\n",
      "Input clause: HR<H WMN־HXMS >CR BKPJHM MJ־JWD<\n",
      "xwxxxwxwxxwxwxxxwxxxwxwxxxxxwxxwxxxxw predicted\n",
      "xwxxxwxwxxwxwxxxwxxxwxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "409\n",
      "Input clause: WMN־HXMS >CR BKPJHM MJ־JWD< JCWB\n",
      "xwxxwxwxxxwxxxwxwxxxxxwxxwxxxxwxxxxw predicted\n",
      "xwxxwxwxxxwxxxwxwxxxxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "410\n",
      "Input clause: >CR BKPJHM MJ־JWD< JCWB WNXM\n",
      "xxxwxwxxxxxwxxwxxxxwxxxxwxwxxxw predicted\n",
      "xxxwxwxxxxxwxxwxxxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "411\n",
      "Input clause: BKPJHM MJ־JWD< JCWB WNXM H>LHJM\n",
      "xwxxxxxwxxwxxxxwxxxxwxwxxxwxwxxxxxw predicted\n",
      "xwxxxxxwxxwxxxxwxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "412\n",
      "Input clause: MJ־JWD< JCWB WNXM H>LHJM WCB\n",
      "xxwxxxxwxxxxwxwxxxwxwxxxxxwxwxxw predicted\n",
      "xxwxxxxwxxxxwxwxxxwxwxxxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "413\n",
      "Input clause: JCWB WNXM H>LHJM WCB MXRWN\n",
      "xxxxwxwxxxwxwxxxxxwxwxxwxwxxxxw predicted\n",
      "xxxxwxwxxxwxwxxxxxwxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "414\n",
      "Input clause: WNXM H>LHJM WCB MXRWN >PW\n",
      "xwxxxwxwxxxxxwxwxxwxwxxxxwxxxw predicted\n",
      "xwxxxwxwxxxxxwxwxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "415\n",
      "Input clause: H>LHJM WCB MXRWN >PW WL>\n",
      "xwxxxxxwxwxxwxwxxxxwxxxwxwxxw predicted\n",
      "xwxxxxxwxwxxwxwxxxxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "416\n",
      "Input clause: WCB MXRWN >PW WL> N>BD\n",
      "xwxxwxwxxxxwxxxwxwxxwxxxxw predicted\n",
      "xwxxwxwxxxxwxxxwxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "417\n",
      "Input clause: MXRWN >PW WL> N>BD WJR>\n",
      "xwxxxxwxxxwxwxxwxxxxwxwxxxw predicted\n",
      "xwxxxxwxxxwxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "418\n",
      "Input clause: >PW WL> N>BD WJR> H>LHJM\n",
      "xxxwxwxxwxxxxwxwxxxwxwxxxxxw predicted\n",
      "xxxwxwxxwxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "419\n",
      "Input clause: WL> N>BD WJR> H>LHJM >T־M<FJHM\n",
      "xwxxwxxxxwxwxxxwxwxxxxxwxxwxxxxxxw predicted\n",
      "xwxxwxxxxwxwxxxwxwxxxxxwxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "420\n",
      "Input clause: N>BD WJR> H>LHJM >T־M<FJHM KJ־CBW\n",
      "xxxxwxwxxxwxwxxxxxwxxwxxxxxxwxxwxxxw predicted\n",
      "xxxxwxwxxxwxwxxxxxwxxwxxxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "421\n",
      "Input clause: WJR> H>LHJM >T־M<FJHM KJ־CBW MDRKM\n",
      "xwxxxwxwxxxxxwxxwxxxxxxwxxwxxxwxxxxxw predicted\n",
      "xwxxxwxwxxxxxwxxwxxxxxxwxxwxxxwxwxxxxw true value\n",
      "-\n",
      "422\n",
      "Input clause: H>LHJM >T־M<FJHM KJ־CBW MDRKM HR<H\n",
      "xwxxxxxwxxwxxxxxxwxxwxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxxxwxxwxxxxxxwxxwxxxwxwxxxxwxwxxxw true value\n",
      "-\n",
      "423\n",
      "Input clause: >T־M<FJHM KJ־CBW MDRKM HR<H WJNXM\n",
      "xxwxxxxxxwxxwxxxwxwwxxxxwxwxxxwxwxxxxw predicted\n",
      "xxwxxxxxxwxxwxxxwxwxxxxwxwxxxwxwxxxxw true value\n",
      "-\n",
      "424\n",
      "Input clause: KJ־CBW MDRKM HR<H WJNXM H>LHJM\n",
      "xxwxxxwxwwxxxxwxwxxxwxwxxxxwxwxxxxxw predicted\n",
      "xxwxxxwxwxxxxwxwxxxwxwxxxxwxwxxxxxw true value\n",
      "-\n",
      "425\n",
      "Input clause: MDRKM HR<H WJNXM H>LHJM <L־HR<H\n",
      "xwxxxxwxwxxxwxwxxxxwxwxxxxxwxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxwxwxxxxwxwxxxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "426\n",
      "Input clause: HR<H WJNXM H>LHJM <L־HR<H >CR־DBR\n",
      "xwxxxwxwxxxxwxwxxxxxwxxwxwxxxwxxxwxxxw predicted\n",
      "xwxxxwxwxxxxwxwxxxxxwxxwxwxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "427\n",
      "Input clause: WJNXM H>LHJM <L־HR<H >CR־DBR L<FWT־LHM\n",
      "xwxxxxwxwxxxxxwxxwxwxxxwxxxwxxxwxwxxxxwxxxw predicted\n",
      "xwxxxxwxwxxxxxwxxwxwxxxwxxxwxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "428\n",
      "Input clause: H>LHJM <L־HR<H >CR־DBR L<FWT־LHM WL>\n",
      "xwxxxxxwxxwxwxxxwxxxwxxxwxwxxxxwxxxwxwxxw predicted\n",
      "xwxxxxxwxxwxwxxxwxxxwxxxwxwxxxxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "429\n",
      "Input clause: <L־HR<H >CR־DBR L<FWT־LHM WL> <FH\n",
      "xxwxwxxxwxxxwxxxwxwxxxxwxxxwxwxxwxxxw predicted\n",
      "xxwxwxxxwxxxwxxxwxwxxxxwxxxwxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "430\n",
      "Input clause: >CR־DBR L<FWT־LHM WL> <FH WJR<\n",
      "xxxwxxxwxwxxxxwxxxwxwxxwxxxwxwxxxw predicted\n",
      "xxxwxxxwxwxxxxwxxxwxwxxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "431\n",
      "Input clause: L<FWT־LHM WL> <FH WJR< >L־JWNH\n",
      "xwxxxxwxxxwxwxxwxxxwxwxxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxwxwxxwxxxwxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "432\n",
      "Input clause: WL> <FH WJR< >L־JWNH R<H\n",
      "xwxxwxxxwxwxxxwxxwxxxxwxxxw predicted\n",
      "xwxxwxxxwxwxxxwxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "433\n",
      "Input clause: <FH WJR< >L־JWNH R<H GDWLH\n",
      "xxxwxwxxxwxxwxxxxwxxxwxxxxxw predicted\n",
      "xxxwxwxxxwxxwxxxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "434\n",
      "Input clause: WJR< >L־JWNH R<H GDWLH WJXR\n",
      "xwxxxwxxwxxxxwxxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxxxwxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "435\n",
      "Input clause: >L־JWNH R<H GDWLH WJXR LW\n",
      "xxwxxxxwxxxwxxxxxwxwxxxwxxw predicted\n",
      "xxwxxxxwxxxwxxxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "436\n",
      "Input clause: R<H GDWLH WJXR LW WJTPLL\n",
      "xxxwxxxxxwxwxxxwxxwxwxxxxxw predicted\n",
      "xxxwxxxxxwxwxxxwxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "437\n",
      "Input clause: GDWLH WJXR LW WJTPLL >L־JHWH\n",
      "xxxxxwxwxxxwxxwxwxxxxxwxxwxxxxw predicted\n",
      "xxxxxwxwxxxwxxwxwxxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "438\n",
      "Input clause: WJXR LW WJTPLL >L־JHWH WJ>MR\n",
      "xwxxxwxxwxwxxxxxwxxwxxxxwxwxxxxw predicted\n",
      "xwxxxwxxwxwxxxxxwxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "439\n",
      "Input clause: LW WJTPLL >L־JHWH WJ>MR >NH\n",
      "xxwxwxxxxxwxxwxxxxwxwxxxxwxxxw predicted\n",
      "xxwxwxxxxxwxxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "440\n",
      "Input clause: WJTPLL >L־JHWH WJ>MR >NH JHWH\n",
      "xwxxxxxwxxwxxxxwxwxxxxwxxxwxxxxw predicted\n",
      "xwxxxxxwxxwxxxxwxwxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "441\n",
      "Input clause: >L־JHWH WJ>MR >NH JHWH HLW>־ZH\n",
      "xxwxxxxwxwxxxxwxxxwxxxxwxwxxxwxxw predicted\n",
      "xxwxxxxwxwxxxxwxxxwxxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "442\n",
      "Input clause: WJ>MR >NH JHWH HLW>־ZH DBRJ\n",
      "xwxxxxwxxxwxxxxwxwxxxwxxwxxxxw predicted\n",
      "xwxxxxwxxxwxxxxwxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "443\n",
      "Input clause: >NH JHWH HLW>־ZH DBRJ <D־HJWTJ\n",
      "xxxwxxxxwxwxxxwxxwxxxxwxxwxxxxxw predicted\n",
      "xxxwxxxxwxwxxxwxxwxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "444\n",
      "Input clause: JHWH HLW>־ZH DBRJ <D־HJWTJ <L־>DMTJ\n",
      "xxxxwxwxxxwxxwxxxxwxxwxxxxxwxxwxxxxxw predicted\n",
      "xxxxwxwxxxwxxwxxxxwxxwxxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "445\n",
      "Input clause: HLW>־ZH DBRJ <D־HJWTJ <L־>DMTJ <L־KN\n",
      "xwxxxwxxwxxxxwxxwxxxxxwxxwxxxxxwxxwxxw predicted\n",
      "xwxxxwxxwxxxxwxxwxxxxxwxxwxxxxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "446\n",
      "Input clause: DBRJ <D־HJWTJ <L־>DMTJ <L־KN QDMTJ\n",
      "xxxxwxxwxxxxxwxxwxxxxxwxxwxxwxxxxxw predicted\n",
      "xxxxwxxwxxxxxwxxwxxxxxwxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "447\n",
      "Input clause: <D־HJWTJ <L־>DMTJ <L־KN QDMTJ LBRX\n",
      "xxwxxxxxwxxwxxxxxwxxwxxwxxxxxwxwxxxw predicted\n",
      "xxwxxxxxwxxwxxxxxwxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "448\n",
      "Input clause: <L־>DMTJ <L־KN QDMTJ LBRX TRCJCH\n",
      "xxwxxxxxwxxwxxwxxxxxwxwxxxwxxxxxxw predicted\n",
      "xxwxxxxxwxxwxxwxxxxxwxwxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "449\n",
      "Input clause: <L־KN QDMTJ LBRX TRCJCH KJ\n",
      "xxwxxwxxxxxwxwxxxwxxxxxxwxxw predicted\n",
      "xxwxxwxxxxxwxwxxxwxxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "450\n",
      "Input clause: QDMTJ LBRX TRCJCH KJ JD<TJ\n",
      "xxxxxwxwxxxwxxxxxxwxxwxxxxxw predicted\n",
      "xxxxxwxwxxxwxxxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "451\n",
      "Input clause: LBRX TRCJCH KJ JD<TJ KJ\n",
      "xwxxxwxxxxxxwxxwxxxxxwxxw predicted\n",
      "xwxxxwxxxxxxwxxwxxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "452\n",
      "Input clause: TRCJCH KJ JD<TJ KJ >TH\n",
      "xxxxxxwxxwxxxxxwxxwxxxw predicted\n",
      "xxxxxxwxxwxxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "453\n",
      "Input clause: KJ JD<TJ KJ >TH >L־XNWN\n",
      "xxwxxxxxwxxwxxxwxxwxxxxw predicted\n",
      "xxwxxxxxwxxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "454\n",
      "Input clause: JD<TJ KJ >TH >L־XNWN WRXWM\n",
      "xxxxxwxxwxxxwxxwxxxxwxwxxxxw predicted\n",
      "xxxxxwxxwxxxwxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "455\n",
      "Input clause: KJ >TH >L־XNWN WRXWM >RK\n",
      "xxwxxxwxxwxxxxwxwxxxxwxxxw predicted\n",
      "xxwxxxwxxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "456\n",
      "Input clause: >TH >L־XNWN WRXWM >RK >PJM\n",
      "xxxwxxwxxxxwxwxxxxwxxxwxxxxw predicted\n",
      "xxxwxxwxxxxwxwxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "457\n",
      "Input clause: >L־XNWN WRXWM >RK >PJM WRB־XSD\n",
      "xxwxxxxwxwxxxxwxxxwxxxxwxwxxwxxxw predicted\n",
      "xxwxxxxwxwxxxxwxxxwxxxxwxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "458\n",
      "Input clause: WRXWM >RK >PJM WRB־XSD WNXM\n",
      "xwxxxxwxxxwxxxxwxwxxwxxxwxwxxxw predicted\n",
      "xwxxxxwxxxwxxxxwxwxxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "459\n",
      "Input clause: >RK >PJM WRB־XSD WNXM <L־HR<H\n",
      "xxxwxxxxwxwxxwxxxwxwxxxwxxwxwxxxw predicted\n",
      "xxxwxxxxwxwxxwxxxwxwxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "460\n",
      "Input clause: >PJM WRB־XSD WNXM <L־HR<H W<TH\n",
      "xxxxwxwxxwxxxwxwxxxwxxwxwxxxwxwxxxw predicted\n",
      "xxxxwxwxxwxxxwxwxxxwxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "461\n",
      "Input clause: WRB־XSD WNXM <L־HR<H W<TH JHWH\n",
      "xwxxwxxxwxwxxxwxxwxwxxxwxwxxxwxxxxw predicted\n",
      "xwxxwxxxwxwxxxwxxwxwxxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "462\n",
      "Input clause: WNXM <L־HR<H W<TH JHWH QX־N>\n",
      "xwxxxwxxwxwxxxwxwxxxwxxxxwxxwxxw predicted\n",
      "xwxxxwxxwxwxxxwxwxxxwxxxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "463\n",
      "Input clause: <L־HR<H W<TH JHWH QX־N> >T־NPCJ\n",
      "xxwxwxxxwxwxxxwxxxxwxxwxxwxxwxxxxw predicted\n",
      "xxwxwxxxwxwxxxwxxxxwxxwxxwxxwxxxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "464\n",
      "Input clause: W<TH JHWH QX־N> >T־NPCJ MMNJ\n",
      "xwxxxwxxxxwxxwxxwxxwxxxxwxxxxw predicted\n",
      "xwxxxwxxxxwxxwxxwxxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "465\n",
      "Input clause: JHWH QX־N> >T־NPCJ MMNJ KJ\n",
      "xxxxwxxwxxwxxwxxxxwxxxxwxxw predicted\n",
      "xxxxwxxwxxwxxwxxxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "466\n",
      "Input clause: QX־N> >T־NPCJ MMNJ KJ VWB\n",
      "xxwxxwxxwxxxxwxxxxwxxwxxxw predicted\n",
      "xxwxxwxxwxxxxwxxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "467\n",
      "Input clause: >T־NPCJ MMNJ KJ VWB MWTJ\n",
      "xxwxxxxwxxxxwxxwxxxwxxxxw predicted\n",
      "xxwxxxxwxxxxwxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "468\n",
      "Input clause: MMNJ KJ VWB MWTJ MXJJ\n",
      "xxxxwxxwxxxwxxxxwxxxxw predicted\n",
      "xxxxwxxwxxxwxxxxwxwxxxw true value\n",
      "-\n",
      "469\n",
      "Input clause: KJ VWB MWTJ MXJJ WJ>MR\n",
      "xxwxxxwxxxxwxxxxwxwxxxxw predicted\n",
      "xxwxxxwxxxxwxwxxxwxwxxxxw true value\n",
      "-\n",
      "470\n",
      "Input clause: VWB MWTJ MXJJ WJ>MR JHWH\n",
      "xxxwxxxxwxxxxwxwxxxxwxxxxw predicted\n",
      "xxxwxxxxwxwxxxwxwxxxxwxxxxw true value\n",
      "-\n",
      "471\n",
      "Input clause: MWTJ MXJJ WJ>MR JHWH HHJVB\n",
      "xxxxwxxxxwxwxxxxwxxxxwxwxxxxw predicted\n",
      "xxxxwxwxxxwxwxxxxwxxxxwxwxxxxw true value\n",
      "-\n",
      "472\n",
      "Input clause: MXJJ WJ>MR JHWH HHJVB XRH\n",
      "xwxxxwxwxxxxwxxxxwxwxxxxwxxxw predicted\n",
      "xwxxxwxwxxxxwxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "473\n",
      "Input clause: WJ>MR JHWH HHJVB XRH LK\n",
      "xwxxxxwxxxxwxwxxxxwxxxwxxw predicted\n",
      "xwxxxxwxxxxwxwxxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "474\n",
      "Input clause: JHWH HHJVB XRH LK WJY>\n",
      "xxxxwxwxxxxwxxxwxxwxwxxxw predicted\n",
      "xxxxwxwxxxxwxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "475\n",
      "Input clause: HHJVB XRH LK WJY> JWNH\n",
      "xwxxxxwxxxwxxwxwxxxwxxxxw predicted\n",
      "xwxxxxwxxxwxxwxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "476\n",
      "Input clause: XRH LK WJY> JWNH MN־H<JR\n",
      "xxxwxxwxwxxxwxxxxwxxwxwxxxw predicted\n",
      "xxxwxxwxwxxxwxxxxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "477\n",
      "Input clause: LK WJY> JWNH MN־H<JR WJCB\n",
      "xxwxwxxxwxxxxwxxwxwxxxwxwxxxw predicted\n",
      "xxwxwxxxwxxxxwxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "478\n",
      "Input clause: WJY> JWNH MN־H<JR WJCB MQDM\n",
      "xwxxxwxxxxwxxwxwxxxwxwxxxwxwxxxw predicted\n",
      "xwxxxwxxxxwxxwxwxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "479\n",
      "Input clause: JWNH MN־H<JR WJCB MQDM L<JR\n",
      "xxxxwxxwxwxxxwxwxxxwxwxxxwxwwxxxw predicted\n",
      "xxxxwxxwxwxxxwxwxxxwxwxxxwxwwxxxw true value\n",
      "identical\n",
      "-\n",
      "480\n",
      "Input clause: MN־H<JR WJCB MQDM L<JR WJ<F\n",
      "xxwxwxxxwxwxxxwxwxxxwxwwxxxwxwxxxw predicted\n",
      "xxwxwxxxwxwxxxwxwxxxwxwwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "481\n",
      "Input clause: WJCB MQDM L<JR WJ<F LW\n",
      "xwxxxwxwxxxwxwwxxxwxwxxxwxxw predicted\n",
      "xwxxxwxwxxxwxwwxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "482\n",
      "Input clause: MQDM L<JR WJ<F LW CM\n",
      "xwxxxwxwwxxxwxwxxxwxxwxxw predicted\n",
      "xwxxxwxwwxxxwxwxxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "483\n",
      "Input clause: L<JR WJ<F LW CM SKH\n",
      "xwwxxxwxwxxxwxxwxxwxxxw predicted\n",
      "xwwxxxwxwxxxwxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "484\n",
      "Input clause: WJ<F LW CM SKH WJCB\n",
      "xwxxxwxxwxxwxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "485\n",
      "Input clause: LW CM SKH WJCB TXTJH\n",
      "xxwxxwxxxwxwxxxwxxxxxw predicted\n",
      "xxwxxwxxxwxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "486\n",
      "Input clause: CM SKH WJCB TXTJH BYL\n",
      "xxwxxxwxwxxxwxxxxxwxwxxw predicted\n",
      "xxwxxxwxwxxxwxxxxxwxwwxxw true value\n",
      "-\n",
      "487\n",
      "Input clause: SKH WJCB TXTJH BYL <D\n",
      "xxxwxwxxxwxxxxxwxwxxwxxw predicted\n",
      "xxxwxwxxxwxxxxxwxwwxxwxxw true value\n",
      "-\n",
      "488\n",
      "Input clause: WJCB TXTJH BYL <D >CR\n",
      "xwxxxwxxxxxwxwxxwxxwxxxw predicted\n",
      "xwxxxwxxxxxwxwwxxwxxwxxxw true value\n",
      "-\n",
      "489\n",
      "Input clause: TXTJH BYL <D >CR JR>H\n",
      "xxxxxwxwxxwxxwxxxwxxxxw predicted\n",
      "xxxxxwxwwxxwxxwxxxwxxxxw true value\n",
      "-\n",
      "490\n",
      "Input clause: BYL <D >CR JR>H MH־JHJH\n",
      "xwxxwxxwxxxwxxxxwxxwxxxxw predicted\n",
      "xwwxxwxxwxxxwxxxxwxxwxxxxw true value\n",
      "-\n",
      "491\n",
      "Input clause: <D >CR JR>H MH־JHJH B<JR\n",
      "xxwxxxwxxxxwxxwxxxxwxwwxxxw predicted\n",
      "xxwxxxwxxxxwxxwxxxxwxwwxxxw true value\n",
      "identical\n",
      "-\n",
      "492\n",
      "Input clause: >CR JR>H MH־JHJH B<JR WJMN\n",
      "xxxwxxxxwxxwxxxxwxwwxxxwxwxxxw predicted\n",
      "xxxwxxxxwxxwxxxxwxwwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "493\n",
      "Input clause: JR>H MH־JHJH B<JR WJMN JHWH־>LHJM\n",
      "xxxxwxxwxxxxwxwwxxxwxwxxxwxxxxwxxxxxw predicted\n",
      "xxxxwxxwxxxxwxwwxxxwxwxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "494\n",
      "Input clause: MH־JHJH B<JR WJMN JHWH־>LHJM QJQJWN\n",
      "xxwxxxxwxwxxxwxwxxxwxxxxwxxxxxwxxxxxxw predicted\n",
      "xxwxxxxwxwwxxxwxwxxxwxxxxwxxxxxwxxxxxxw true value\n",
      "-\n",
      "495\n",
      "Input clause: B<JR WJMN JHWH־>LHJM QJQJWN WJ<L\n",
      "xwwxxxwxwxxxwxxxxwxxxxxwxxxxxxwxwxxxw predicted\n",
      "xwwxxxwxwxxxwxxxxwxxxxxwxxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "496\n",
      "Input clause: WJMN JHWH־>LHJM QJQJWN WJ<L M<L\n",
      "xwxxxwxxxxwxxxxxwxxxxxxwxwxxxwxwxxw predicted\n",
      "xwxxxwxxxxwxxxxxwxxxxxxwxwxxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "497\n",
      "Input clause: JHWH־>LHJM QJQJWN WJ<L M<L LJWNH\n",
      "xxxxwxxxxxwxxxxxxwxwxxxwxwxxwxxxxxw predicted\n",
      "xxxxwxxxxxwxxxxxxwxwxxxwxwxxwxwxxxxw true value\n",
      "-\n",
      "498\n",
      "Input clause: QJQJWN WJ<L M<L LJWNH LHJWT\n",
      "xxxxxxwxwxxxwxwxxwxwxxxxwxwxxxxw predicted\n",
      "xxxxxxwxwxxxwxwxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "499\n",
      "Input clause: WJ<L M<L LJWNH LHJWT YL\n",
      "xwxxxwxwxxwxwwxxxxwxwxxxxwxxw predicted\n",
      "xwxxxwxwxxwxwxxxxwxwxxxxwxxw true value\n",
      "-\n",
      "500\n",
      "Input clause: M<L LJWNH LHJWT YL <L־R>CW\n",
      "xwxxwxwwxxxxwxwxxxxwxxwxxwxxxxw predicted\n",
      "xwxxwxwxxxxwxwxxxxwxxwxxwxxxxw true value\n",
      "-\n",
      "501\n",
      "Input clause: LJWNH LHJWT YL <L־R>CW LHYJL\n",
      "xwwxxxxwxwxxxxwxxwxxwxxxxwxwxxxxw predicted\n",
      "xwxxxxwxwxxxxwxxwxxwxxxxwxwxxxxw true value\n",
      "-\n",
      "502\n",
      "Input clause: LHJWT YL <L־R>CW LHYJL LW\n",
      "xwxxxxwxxwxxwxxxxwxwxxxxwxxw predicted\n",
      "xwxxxxwxxwxxwxxxxwxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "503\n",
      "Input clause: YL <L־R>CW LHYJL LW MR<TW\n",
      "xxwxxwxxxxwxwxxxxwxxwxwxxxxw predicted\n",
      "xxwxxwxxxxwxwxxxxwxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "504\n",
      "Input clause: <L־R>CW LHYJL LW MR<TW WJFMX\n",
      "xxwxxxxwxwxxxxwxxwxwxxxxwxwxxxxw predicted\n",
      "xxwxxxxwxwxxxxwxxwxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "505\n",
      "Input clause: LHYJL LW MR<TW WJFMX JWNH\n",
      "xwxxxxwxxwxwxwwxxxwxwxxxxwxxxxw predicted\n",
      "xwxxxxwxxwxwxxxxwxwxxxxwxxxxw true value\n",
      "-\n",
      "506\n",
      "Input clause: LW MR<TW WJFMX JWNH <L־HQJQJWN\n",
      "xxwxwxxxxwxwxxxxwxxxxwxxwxwxxxxxxw predicted\n",
      "xxwxwxxxxwxwxxxxwxxxxwxxwxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "507\n",
      "Input clause: MR<TW WJFMX JWNH <L־HQJQJWN FMXH\n",
      "xwxxxxwxwxxxxwxxxxwxxwxwxxxxxxwxxxxw predicted\n",
      "xwxxxxwxwxxxxwxxxxwxxwxwxxxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "508\n",
      "Input clause: WJFMX JWNH <L־HQJQJWN FMXH GDWLH\n",
      "xwxxxxwxxxxwxxwxwxxxxxxwxxxxwxxxxxw predicted\n",
      "xwxxxxwxxxxwxxwxwxxxxxxwxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "509\n",
      "Input clause: JWNH <L־HQJQJWN FMXH GDWLH WJMN\n",
      "xxxxwxxwxwxxxxxxwxxxxwxxxxxwxwxxxw predicted\n",
      "xxxxwxxwxwxxxxxxwxxxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "510\n",
      "Input clause: <L־HQJQJWN FMXH GDWLH WJMN H>LHJM\n",
      "xxwxwxxxxxxwxxxxwxxxxxwxwxxxwxwxxxxxw predicted\n",
      "xxwxwxxxxxxwxxxxwxxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "511\n",
      "Input clause: FMXH GDWLH WJMN H>LHJM TWL<T\n",
      "xxxxwxxxxxwxwxxxwxwxxxxxwxxxxxw predicted\n",
      "xxxxwxxxxxwxwxxxwxwxxxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "512\n",
      "Input clause: GDWLH WJMN H>LHJM TWL<T B<LWT\n",
      "xxxxxwxwxxxwxwxxxxxwxxxxxwxwxxxxw predicted\n",
      "xxxxxwxwxxxwxwxxxxxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "513\n",
      "Input clause: WJMN H>LHJM TWL<T B<LWT HCXR\n",
      "xwxxxwxwxxxxxwxxxxxwxwxxxxwxwxxxw predicted\n",
      "xwxxxwxwxxxxxwxxxxxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "514\n",
      "Input clause: H>LHJM TWL<T B<LWT HCXR LMXRT\n",
      "xwxxxxxwxxxxxwxwwxxxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxxxwxxxxxwxwxxxxwxwxxxwxwwxxxxw true value\n",
      "-\n",
      "515\n",
      "Input clause: TWL<T B<LWT HCXR LMXRT WTK\n",
      "xxxxxwxwxxxxwxwxxxwxwxxxxwxwxxw predicted\n",
      "xxxxxwxwxxxxwxwxxxwxwwxxxxwxwxxw true value\n",
      "-\n",
      "516\n",
      "Input clause: B<LWT HCXR LMXRT WTK >T־HQJQJWN\n",
      "xwxxxxwxwxxxwxwxxxxwxwxxwxxwxwxxxxxxw predicted\n",
      "xwxxxxwxwxxxwxwwxxxxwxwxxwxxwxwxxxxxxw true value\n",
      "-\n",
      "517\n",
      "Input clause: HCXR LMXRT WTK >T־HQJQJWN WJJBC\n",
      "xwxxxwxwxxxxwxwxxwxxwxwxxxxxxwxwxxxxw predicted\n",
      "xwxxxwxwwxxxxwxwxxwxxwxwxxxxxxwxwxxxxw true value\n",
      "-\n",
      "518\n",
      "Input clause: LMXRT WTK >T־HQJQJWN WJJBC WJHJ\n",
      "xwwxxxxwxwxxwxxwxwxxxxxxwxwxxxxwxwxxxw predicted\n",
      "xwwxxxxwxwxxwxxwxwxxxxxxwxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "519\n",
      "Input clause: WTK >T־HQJQJWN WJJBC WJHJ KZRX\n",
      "xwxxwxxwxwxxxxxxwxwxxxxwxwxxxwxwxxxw predicted\n",
      "xwxxwxxwxwxxxxxxwxwxxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "520\n",
      "Input clause: >T־HQJQJWN WJJBC WJHJ KZRX HCMC\n",
      "xxwxwxxxxxxwxwxxxxwxwxxxwxwxxxwxwxxxw predicted\n",
      "xxwxwxxxxxxwxwxxxxwxwxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "521\n",
      "Input clause: WJJBC WJHJ KZRX HCMC WJMN\n",
      "xwxxxxwxwxxxwxwxxxwxwxxxwxwxxxw predicted\n",
      "xwxxxxwxwxxxwxwxxxwxwxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "522\n",
      "Input clause: WJHJ KZRX HCMC WJMN >LHJM\n",
      "xwxxxwxwxxxwxwxxxwxwxxxwxxxxxw predicted\n",
      "xwxxxwxwxxxwxwxxxwxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "523\n",
      "Input clause: KZRX HCMC WJMN >LHJM RWX\n",
      "xwxxxwxwxxxwxwxxxwxxxxxwxxxw predicted\n",
      "xwxxxwxwxxxwxwxxxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "524\n",
      "Input clause: HCMC WJMN >LHJM RWX QDJM\n",
      "xwxxxwxwxxxwxxxxxwxxxwxxxxw predicted\n",
      "xwxxxwxwxxxwxxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "525\n",
      "Input clause: WJMN >LHJM RWX QDJM XRJCJT\n",
      "xwxxxwxxxxxwxxxwxxxxwxxxxxxw predicted\n",
      "xwxxxwxxxxxwxxxwxxxxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "526\n",
      "Input clause: >LHJM RWX QDJM XRJCJT WTK\n",
      "xxxxxwxxxwxxxxwxxxxxxwxwxxw predicted\n",
      "xxxxxwxxxwxxxxwxxxxxxwxwxxw true value\n",
      "identical\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-\n",
      "527\n",
      "Input clause: RWX QDJM XRJCJT WTK HCMC\n",
      "xxxwxxxxwxxxxxxwxwxxwxwxxxw predicted\n",
      "xxxwxxxxwxxxxxxwxwxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "528\n",
      "Input clause: QDJM XRJCJT WTK HCMC <L־R>C\n",
      "xxxxwxxxxxxwxwxxwxwxxxwxxwxxxw predicted\n",
      "xxxxwxxxxxxwxwxxwxwxxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "529\n",
      "Input clause: XRJCJT WTK HCMC <L־R>C JWNH\n",
      "xxxxxxwxwxxwxwxxxwxxwxxxwxxxxw predicted\n",
      "xxxxxxwxwxxwxwxxxwxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "530\n",
      "Input clause: WTK HCMC <L־R>C JWNH WJT<LP\n",
      "xwxxwxwxxxwxxwxxxwxxxxwxwxxxxxw predicted\n",
      "xwxxwxwxxxwxxwxxxwxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "531\n",
      "Input clause: HCMC <L־R>C JWNH WJT<LP WJC>L\n",
      "xwxxxwxxwxxxwxxxxwxwxxxxxwxwxxxxw predicted\n",
      "xwxxxwxxwxxxwxxxxwxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "532\n",
      "Input clause: <L־R>C JWNH WJT<LP WJC>L >T־NPCW\n",
      "xxwxxxwxxxxwxwxxxxxwxwxxxxwxxwxxxxw predicted\n",
      "xxwxxxwxxxxwxwxxxxxwxwxxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "533\n",
      "Input clause: JWNH WJT<LP WJC>L >T־NPCW LMWT\n",
      "xxxxwxwxxxxxwxwxxxxwxxwxxxxwxwxxxw predicted\n",
      "xxxxwxwxxxxxwxwxxxxwxxwxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "534\n",
      "Input clause: WJT<LP WJC>L >T־NPCW LMWT WJ>MR\n",
      "xwxxxxxwxwxxxxwxxwxxxxwxwxxxwxwxxxxw predicted\n",
      "xwxxxxxwxwxxxxwxxwxxxxwxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "535\n",
      "Input clause: WJC>L >T־NPCW LMWT WJ>MR VWB\n",
      "xwxxxxwxxwxxxxwxwxxxwxwxxxxwxxxw predicted\n",
      "xwxxxxwxxwxxxxwxwxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "536\n",
      "Input clause: >T־NPCW LMWT WJ>MR VWB MWTJ\n",
      "xxwxxxxwxwxxxwxwxxxxwxxxwxxxxw predicted\n",
      "xxwxxxxwxwxxxwxwxxxxwxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "537\n",
      "Input clause: LMWT WJ>MR VWB MWTJ MXJJ\n",
      "xwxxxwxwxxxxwxxxwxxxxwxxxxw predicted\n",
      "xwxxxwxwxxxxwxxxwxxxxwxwxxxw true value\n",
      "-\n",
      "538\n",
      "Input clause: WJ>MR VWB MWTJ MXJJ WJ>MR\n",
      "xwxxxxwxxxwxxxxwxxxxwxwxxxxw predicted\n",
      "xwxxxxwxxxwxxxxwxwxxxwxwxxxxw true value\n",
      "-\n",
      "539\n",
      "Input clause: VWB MWTJ MXJJ WJ>MR >LHJM\n",
      "xxxwxxxxwxxxxwxwxxxxwxxxxxw predicted\n",
      "xxxwxxxxwxwxxxwxwxxxxwxxxxxw true value\n",
      "-\n",
      "540\n",
      "Input clause: MWTJ MXJJ WJ>MR >LHJM >L־JWNH\n",
      "xxxxwxxxxwxwxxxxwxxxxxwxxwxxxxw predicted\n",
      "xxxxwxwxxxwxwxxxxwxxxxxwxxwxxxxw true value\n",
      "-\n",
      "541\n",
      "Input clause: MXJJ WJ>MR >LHJM >L־JWNH HHJVB\n",
      "xwxxxwxwxxxxwxxxxxwxxwxxxxwxwxxxxw predicted\n",
      "xwxxxwxwxxxxwxxxxxwxxwxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "542\n",
      "Input clause: WJ>MR >LHJM >L־JWNH HHJVB XRH־LK\n",
      "xwxxxxwxxxxxwxxwxxxxwxwxxxxwxxxwxxw predicted\n",
      "xwxxxxwxxxxxwxxwxxxxwxwxxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "543\n",
      "Input clause: >LHJM >L־JWNH HHJVB XRH־LK <L־HQJQJWN\n",
      "xxxxxwxxwxxxxwxwxxxxwxxxwxxwxxwxxxxxxxw predicted\n",
      "xxxxxwxxwxxxxwxwxxxxwxxxwxxwxxwxwxxxxxxw true value\n",
      "-\n",
      "544\n",
      "Input clause: >L־JWNH HHJVB XRH־LK <L־HQJQJWN WJ>MR\n",
      "xxwxxxxwxwxxxxwxxxwxxwxxwxwxxxxxxwxwxxxxw predicted\n",
      "xxwxxxxwxwxxxxwxxxwxxwxxwxwxxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "545\n",
      "Input clause: HHJVB XRH־LK <L־HQJQJWN WJ>MR HJVB\n",
      "xwxxxxwxxxwxxwxxwxwxxxxxxwxwxxxxwxxxxw predicted\n",
      "xwxxxxwxxxwxxwxxwxwxxxxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "546\n",
      "Input clause: XRH־LK <L־HQJQJWN WJ>MR HJVB XRH־LJ\n",
      "xxxwxxwxxwxwxxxxxxwxwxxxxwxxxxwxxxwxxw predicted\n",
      "xxxwxxwxxwxwxxxxxxwxwxxxxwxxxxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "547\n",
      "Input clause: <L־HQJQJWN WJ>MR HJVB XRH־LJ <D־MWT\n",
      "xxwxwxxxxxxwxwxxxxwxxxxwxxxwxxwxxwxxxw predicted\n",
      "xxwxwxxxxxxwxwxxxxwxxxxwxxxwxxwxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "548\n",
      "Input clause: WJ>MR HJVB XRH־LJ <D־MWT WJ>MR\n",
      "xwxxxxwxxxxwxxxwxxwxxwxxxwxwxxxxw predicted\n",
      "xwxxxxwxxxxwxxxwxxwxxwxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "549\n",
      "Input clause: HJVB XRH־LJ <D־MWT WJ>MR JHWH\n",
      "xxxxwxxxwxxwxxwxxxwxwxxxxwxxxxw predicted\n",
      "xxxxwxxxwxxwxxwxxxwxwxxxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "550\n",
      "Input clause: XRH־LJ <D־MWT WJ>MR JHWH >TH\n",
      "xxxwxxwxxwxxxwxwxxxxwxxxxwxxxw predicted\n",
      "xxxwxxwxxwxxxwxwxxxxwxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "551\n",
      "Input clause: <D־MWT WJ>MR JHWH >TH XST\n",
      "xxwxxxwxwxxxxwxxxxwxxxwxxxw predicted\n",
      "xxwxxxwxwxxxxwxxxxwxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "552\n",
      "Input clause: WJ>MR JHWH >TH XST <L־HQJQJWN\n",
      "xwxxxxwxxxxwxxxwxxxwxxwxwxxxxxxw predicted\n",
      "xwxxxxwxxxxwxxxwxxxwxxwxwxxxxxxw true value\n",
      "identical\n",
      "-\n",
      "553\n",
      "Input clause: JHWH >TH XST <L־HQJQJWN >CR\n",
      "xxxxwxxxwxxxwxxwxwxxxxxxwxxxw predicted\n",
      "xxxxwxxxwxxxwxxwxwxxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "554\n",
      "Input clause: >TH XST <L־HQJQJWN >CR L>־<MLT\n",
      "xxxwxxxwxxwxwxxxxxxwxxxwxxwxxxxw predicted\n",
      "xxxwxxxwxxwxwxxxxxxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "555\n",
      "Input clause: XST <L־HQJQJWN >CR L>־<MLT BW\n",
      "xxxwxxwxwxxxxxxwxxxwxxwxxxxwxxw predicted\n",
      "xxxwxxwxwxxxxxxwxxxwxxwxxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "556\n",
      "Input clause: <L־HQJQJWN >CR L>־<MLT BW WL>\n",
      "xxwxwxxxxxxwxxxwxxwxxxxwxxwxwxxw predicted\n",
      "xxwxwxxxxxxwxxxwxxwxxxxwxxwxwxxw true value\n",
      "identical\n",
      "-\n",
      "557\n",
      "Input clause: >CR L>־<MLT BW WL> GDLTW\n",
      "xxxwxxwxxxxwxxwxwxxwxxxxxw predicted\n",
      "xxxwxxwxxxxwxxwxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "558\n",
      "Input clause: L>־<MLT BW WL> GDLTW CBN־LJLH\n",
      "xxwxxxxwxxwxwxxwxxxxxwxxxwxxxxw predicted\n",
      "xxwxxxxwxxwxwxxwxxxxxwxwxxwxxxxw true value\n",
      "-\n",
      "559\n",
      "Input clause: BW WL> GDLTW CBN־LJLH HJH\n",
      "xxwxwxxwxxxxxwxxxwxxxxwxxxw predicted\n",
      "xxwxwxxwxxxxxwxwxxwxxxxwxxxw true value\n",
      "-\n",
      "560\n",
      "Input clause: WL> GDLTW CBN־LJLH HJH WBN־LJLH\n",
      "xwxxwxxxxxwxxxwxxxxwxxxwxwxxwxxxxw predicted\n",
      "xwxxwxxxxxwxwxxwxxxxwxxxwxwxxwxxxxw true value\n",
      "-\n",
      "561\n",
      "Input clause: GDLTW CBN־LJLH HJH WBN־LJLH >BD\n",
      "xxxxxwxxxwxxxxwxxxwxwxxwxxxxwxxxw predicted\n",
      "xxxxxwxwxxwxxxxwxxxwxwxxwxxxxwxxxw true value\n",
      "-\n",
      "562\n",
      "Input clause: CBN־LJLH HJH WBN־LJLH >BD W>NJ\n",
      "xxxwxxxxwxxxwxwxxwxxxxwxxxwxwxxxw predicted\n",
      "xwxxwxxxxwxxxwxwxxwxxxxwxxxwxwxxxw true value\n",
      "-\n",
      "563\n",
      "Input clause: HJH WBN־LJLH >BD W>NJ L>\n",
      "xxxwxwxxwxxxxwxxxwxwxxxwxxw predicted\n",
      "xxxwxwxxwxxxxwxxxwxwxxxwxxw true value\n",
      "identical\n",
      "-\n",
      "564\n",
      "Input clause: WBN־LJLH >BD W>NJ L> >XWS\n",
      "xwxxwxxxxwxxxwxwxxxwxxwxxxxw predicted\n",
      "xwxxwxxxxwxxxwxwxxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "565\n",
      "Input clause: >BD W>NJ L> >XWS <L־NJNWH\n",
      "xxxwxwxxxwxxwxxxxwxxwxxxxxw predicted\n",
      "xxxwxwxxxwxxwxxxxwxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "566\n",
      "Input clause: W>NJ L> >XWS <L־NJNWH H<JR\n",
      "xwxxxwxxwxxxxwxxwxxxxxwxwxxxw predicted\n",
      "xwxxxwxxwxxxxwxxwxxxxxwxwxxxw true value\n",
      "identical\n",
      "-\n",
      "567\n",
      "Input clause: L> >XWS <L־NJNWH H<JR HGDWLH\n",
      "xxwxxxxwxxwxxxxxwxwxxxwxwxxxxxw predicted\n",
      "xxwxxxxwxxwxxxxxwxwxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "568\n",
      "Input clause: >XWS <L־NJNWH H<JR HGDWLH >CR\n",
      "xxxxwxxwxxxxxwxwxxxwxwxxxxxwxxxw predicted\n",
      "xxxxwxxwxxxxxwxwxxxwxwxxxxxwxxxw true value\n",
      "identical\n",
      "-\n",
      "569\n",
      "Input clause: <L־NJNWH H<JR HGDWLH >CR JC־BH\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxxxwxxwxxw predicted\n",
      "xxwxxxxxwxwxxxwxwxxxxxwxxxwxxwxxw true value\n",
      "identical\n",
      "-\n",
      "570\n",
      "Input clause: H<JR HGDWLH >CR JC־BH HRBH\n",
      "xwxxxwxwxxxxxwxxxwxxwxxwxxxxw predicted\n",
      "xwxxxwxwxxxxxwxxxwxxwxxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "571\n",
      "Input clause: HGDWLH >CR JC־BH HRBH MCTJM־<FRH\n",
      "xwxxxxxwxxxwxxwxxwxxxxwxxxxxwxxxxw predicted\n",
      "xwxxxxxwxxxwxxwxxwxxxxwxwxxxxwxxxxw true value\n",
      "-\n",
      "572\n",
      "Input clause: >CR JC־BH HRBH MCTJM־<FRH RBW\n",
      "xxxwxxwxxwxxxxwxxxxxwxxxxwxxxw predicted\n",
      "xxxwxxwxxwxxxxwxwxxxxwxxxxwxxxw true value\n",
      "-\n",
      "573\n",
      "Input clause: JC־BH HRBH MCTJM־<FRH RBW >DM\n",
      "xxwxxwxxxxwxxxxxwxxxxwxxxwxxxw predicted\n",
      "xxwxxwxxxxwxwxxxxwxxxxwxxxwxxxw true value\n",
      "-\n",
      "574\n",
      "Input clause: HRBH MCTJM־<FRH RBW >DM >CR\n",
      "xxxxwxxxxxwxxxxwxxxwxxxwxxxw predicted\n",
      "xxxxwxwxxxxwxxxxwxxxwxxxwxxxw true value\n",
      "-\n",
      "575\n",
      "Input clause: MCTJM־<FRH RBW >DM >CR L>־JD<\n",
      "xxxxxwxxxxwxxxwxxxwxxxwxxwxxxw predicted\n",
      "xwxxxxwxxxxwxxxwxxxwxxxwxxwxxxw true value\n",
      "-\n",
      "576\n",
      "Input clause: RBW >DM >CR L>־JD< BJN־JMJNW\n",
      "xxxwxxxwxxxwxxwxxxwxxxwxxxxxw predicted\n",
      "xxxwxxxwxxxwxxwxxxwxxxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "577\n",
      "Input clause: >DM >CR L>־JD< BJN־JMJNW LFM>LW\n",
      "xxxwxxxwxxwxxxwxxxwxxxxxwxwxxxxxw predicted\n",
      "xxxwxxxwxxwxxxwxxxwxxxxxwxwxxxxxw true value\n",
      "identical\n",
      "-\n",
      "578\n",
      "Input clause: >CR L>־JD< BJN־JMJNW LFM>LW WBHMH\n",
      "xxxwxxwxxxwxxxwxxxxxwxwxxxxxwxwxxxxw predicted\n",
      "xxxwxxwxxxwxxxwxxxxxwxwxxxxxwxwxxxxw true value\n",
      "identical\n",
      "-\n",
      "579\n",
      "Input clause: L>־JD< BJN־JMJNW LFM>LW WBHMH RBH\n",
      "xxwxxxwxxxwxxxxxwxwxxxxxwxwxxxxwxxxw predicted\n",
      "xxwxxxwxxxwxxxxxwxwxxxxxwxwxxxxwxxxw true value\n",
      "identical\n",
      "483\n"
     ]
    }
   ],
   "source": [
    "correct = 0\n",
    "\n",
    "for seq_index in range(len(output_test)):\n",
    "    inp_seq = tokenized_test_data[seq_index:seq_index+1]\n",
    "    \n",
    "    pred_pos = decode_seq(inp_seq)\n",
    "\n",
    "    print('-')\n",
    "    print(seq_index)\n",
    "    print('Input clause:', test_clauses[seq_index])\n",
    "    print(''.join(pred_pos[:-1]), 'predicted')\n",
    "    print(''.join(output_test[seq_index][1:-1]), 'true value')  \n",
    "    if ''.join(pred_pos[:-1]) == ''.join(output_test[seq_index][1:-1]):\n",
    "        print('identical')\n",
    "        correct += 1\n",
    "print(correct)"
   ]
  }
 ],
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