+91-7834999925       contact@tacthub.in

Loan Prediction

This project aims to build an ensemble of XGBoost and Gradient Boosting model to predict the customer default in a Bank using machine learning. As predicting the outcome of a loan is a recurrent, crucial and difficult issue in insurance and banking so this project predicts whether a loan will default or not based on objective financial data only.


The main models we used are:

  • Regularized Logistic Regression, from sklearn
  • Gradient Boosting Decision Trees, from xgboost

libraries that we will need for this program.

#Import the libraries

Import numpy as np

Import pandas as pd

Import matplotlib.pyplot as plt

 import xgboost as xgb



Price: 7000 INR

Buy Now