Can I read Loan Approval Prediction Analysis on EtoBox?
Loan Approval Prediction Analysis by hitler9335 is a document available to read on EtoBox.
What is Loan Approval Prediction Analysis about?
The Loan Approval Prediction System analyzes a bank loan dataset to predict approvals and segment applicants using EDA, K-NN Classification, and K-Means Clustering. The K-NN model achieved an accuracy of 80% while clustering identified three distinct applicant groups based on income and loan size. Recommendations for future work include feature engineering and exploring more advanced machine learning techniques.
- Author
- hitler9335
- Language
- EN