LoanDefault-Prediction

Model Accuracies:

Model	Accuracy
Random Forest with Randomized search CV	82.09
Logistic Regression with Grid search CV	83.18
Support Vector Machine with Grid search CV	82.50
K Nearest Neighbors with Grid search CV	77.40
Bagging with Base estimator as Random Forest	84.10
Bagging with Base estimator as Logistic Regression	83.10
AdaBoost Classifier	83.60
MultilLayer Perceptron Classifier	83.40

check out our project report to find out why we used these models

Technologies:

• Programming Language: Python
• Libraries: Pandas, Scikit-learn, Matplotlib, Seaborn
• Visualization: plotly

Data Source:

https://www.lendingclub.com/info/download-data.action