Skip to content

mehrdad-dev/anxiety-predict

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

33 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Taylor Manifest Anxiety Scale, mehrdad mohammadian

Anxiety prediction using deep learning , Based on Taylor Manifest Anxiety Scale

Streamlit App


Anxiety Prediction

Based on the Taylor Manifest Anxiety Scale by mehrdad-dev

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:

Taylor Manifest Anxiety Scale, mehrdad mohammadian

📊 Data

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

Number of samples: 5410

Buy Me A Coffee