Novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with random forest algorithm

K. Kalyan Karthik; V. Parthipan

doi:10.1063/5.0261726

ScienceGate Book Chapters

JOURNAL ARTICLE

Novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with random forest algorithm

K. Kalyan Karthik V. Parthipan

Year: 2025 Journal: AIP conference proceedings Vol: 3270 Pages: 020016-020016 Publisher: American Institute of Physics

DOI: 10.1063/5.0261726

Get Full-Text PDF Get Analytical Report

Keywords:

Random forest Naive Bayes classifier Computer science Bayes' theorem Loan Algorithm Machine learning Artificial intelligence Data mining Bayesian probability Support vector machine Finance

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.13

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Financial Distress and Bankruptcy Prediction

Social Sciences → Business, Management and Accounting → Accounting

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Smart Systems and Machine Learning

Physical Sciences → Computer Science → Computer Networks and Communications

Novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with random forest algorithm

Metrics

Topics

Related Documents

A novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with logistic regression algorithm

A novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with Decision Tree algorithm

An novel approach for enhancing the performance accuracy of loan prediction by comparing Naive Bayes with K Nearest Neighbour algorithm

A novel approach for prediction of eye microcirculatory disorder using enhanced random forest algorithm and accuracy comparison with Naive Bayes algorithm

Early prediction of road accidents using RMSE by comparing random forest algorithm with naive bayes algorithm