ROMIT-bit / DIABETIES-PREDICTION-DL

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DIABETIES-PREDICTION-DL

This project is on predicting diabeties in patients. model is trained on dataset " https://www.kaggle.com/uciml/pima-indians-diabetes-database ".

Also main objective is to learn different regularization techniques to handle overfitting problem and their impact on prediction. so i run the same model for 4 different regularization techniques:

1) L1 regularization

2) L2 regularization

3) Early stopping

4) Droupout

RESULTS

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