Loan-Approval-Prediction

This project aims to build a classification model for predicting whether a loan would be approved or not.

Project Demo

Jupyter Notebook Demo

Key Project Elements

• Feature Engineering and Importance Analysis using
  • K-Best features
  • Extremely Randomized Trees Classifier
  • Mutual information
• Build classifier model using
  • C-Support Vector Classification.
  • K nearest neighbour
  • Max-Ent classifier
• Evaluate accuracy of model using cross validation.
• Data cleaning and visualization
• Label encoding

Libraries Used

• Sklearn
• Pandas
• Seaborn
• Matplotlib

Screenshots