Ghaayathri-Devi-K / loan-case-predictor

Building a classifier to predict whether a loan case will be paid off or not

Loan case predictor

Description

A classifier is built to predict whether a loan case will be paid off or not. The data is modelled using

1. KNN
2. Decision trees
3. SVM
4. Logistic Regression

Then the model is trained using a dataset depicting loan cases. The accuracy of the models is calculated and compared among one another. The performance of the model is tested using

1. Jaccard index
2. f1-score
3. log loss