Anxiety prediction using deep learning based on the Taylor Manifest Anxiety Scale

---

Anxiety Prediction

Based on the Taylor Manifest Anxiety Scale

I provide a deep learning model for predicting the anxiety level of a person based on the Taylor Manifest Anxiety Scale. This test was published by Taylor, J.A in the paper A personality scale of manifest anxiety (1953).

Demo Website

Go to the website to fill test and get a prediction!

🤖 Model

You can access the model here.

model version: 2.0
model metrics: mse: 0.0253 - mae: 0.1163 - root_mean_squared_error: 0.1590

train loss vs validation loss:

📊 Data

You can access the data here. This file contains the data without preprocessing.

Number of samples: 5410