Loan Prediction Problem

Loan Prediction Problem 

The insurance domain has one of the largest uses of analytics & data science methods.

This is a classification problem. 

Dataset : The data has 615 rows and 13 columns.  TRAIN DATASET
Problem : Predict if a loan will get approved or not.



Following is the detailed solution for this problem in R













Following are the some graphs:

SKEWNESS

OUTLIERS

DECISION TREE

RANDOM FOREST