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Mental-Health-Predictor
AshutoshAI/Mental-Health-Predictor
Mental-Health-Predictor is a machine learning model from AshutoshAI. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This project predicts mental health status (Low, Moderate, High) using a Flask app and an XGBoost model. - app.py: Flask app for predictions - index.html: Web interface - mentalhealthmodelfinal.pkl: Trained XGBoost mo…
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Public
Updated Mar 22, 2025
Repo size
1.3 MB
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.pkl1.3 MB · 98%
At a glance
- License
- mit
- Access
- Public
- Created
- Mar 22, 2025
- Updated
- Mar 22, 2025
- SHA
- 5e064eab
Model card
From the Hugging Face model README
Mental Health Prediction Model
Overview
This project predicts mental health status (Low, Moderate, High) using a Flask app and an XGBoost model.
Files
- app.py: Flask app for predictions
- index.html: Web interface
- mental_health_model_final.pkl: Trained XGBoost model
- scaler_final.pkl: Scaler for preprocessing
- le_gender_final.pkl: Label encoder for Gender
- le_target_final.pkl: Label encoder for target
How to Use
- Install dependencies:
pip install -r requirements.txt - Run the app:
python app.py - Access at
http://localhost:5000
- License
- mit
- Created
- Mar 22, 2025
- Updated
- Mar 22, 2025