NohanJoemon / Loan-Prediction-ML

Predicting loan interest rate using ML techniques. Model selection, hyperparameter tuning and dimensionality reduction are also performed

Loan-Prediction-ML

Predicting loan interest rate using ML techniques. Model selection, hyperparameter tuning and dimensionality reduction are also performed

Challenge details (Kaggle contest):

Contest link

My solution:

Main notebook

This notebook contains important visualizations of data, prediction using chosen model and final results.

Supplement notebooks

I have tried the following in separate supplement notebooks:

Model selection

Hyperparameter tuning

Dimensionality reduction