Loan-Prediction-Classifier

Build a classifier to predict whether a loan case will be paid off or not. historical dataset from previous loan applications, clean the data, and apply different classification algorithm on the data. Used the following algorithms to build your models:

K-Nearest Neighbour

Decision Tree

Support Vector Machine

Logistic Regression

The results is reported as the accuracy of each classifier, using the following metrics when these are applicable:

Jaccard index

F1-score

LogLoass