Can I read Loan Approval Prediction Analysis on EtoBox?
Loan Approval Prediction Analysis by adhitennis is a document available to read on EtoBox.
What is Loan Approval Prediction Analysis about?
The document outlines a loan approval prediction system developed by Shivangi Singh Dangi, utilizing exploratory data analysis (EDA), K-Nearest Neighbors (KNN), and K-Means clustering on a dataset of 300 applicants. Key findings indicate that credit history significantly influences loan approval, with KNN achieving an accuracy of 88.3% but struggling with rejections. Recommendations include using a larger dataset and exploring additional classification models to enhance prediction accuracy.
- Author
- adhitennis
- Language
- EN