Project information

• Category: Machine Learning (Classification)
• Event: Datahack: Analytics Vidhya
• GitHub:

All Banking and Non-Banking Financial Corporations that offer home loans use these algorithms to check the eligibility of an applicant based on multiple factors. This dataset is hosted at Datahack: Analytics Vidhya and can be used to sharpen your data science and machine learning skills.

For this competition to classify loan applications I evaluated cross-validation (CV) score on multiple classification algorithms and finally chose the one with the best CV score. Random Forest had the best CV score and hence was chosen as the final model.