BOOK-CHAPTER

Prediction of Heart Disease Using Random Forest and Feature Subset Selection

M. A. JabbarB. L. DeekshatuluPriti Chandra

Year: 2015 Advances in intelligent systems and computing Pages: 187-196   Publisher: Springer Nature
Keywords:
Random forest Feature selection Heart disease Computer science Disease Machine learning Artificial intelligence Selection (genetic algorithm) Data mining Feature (linguistics) Process (computing) Medicine Pathology

Metrics

65
Cited By
6.23
FWCI (Field Weighted Citation Impact)
7
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management
Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Data Mining Algorithms and Applications
Physical Sciences →  Computer Science →  Information Systems

Related Documents

JOURNAL ARTICLE

Prediction of Heart Disease Using Feature Selection and Random Forest Ensemble Method

Journal:   International Journal of Pharmaceutical Research Year: 2020 Vol: 12 (04)
JOURNAL ARTICLE

Prediction of Heart Disease Using Random Forest and Rough Set Based Feature Selection

Indu YekkalaSunanda Dixit

Journal:   International Journal of Big Data and Analytics in Healthcare Year: 2018 Vol: 3 (1)Pages: 1-12
JOURNAL ARTICLE

Sequential feature selection for heart disease detection using random forest

Tsehay Admassu AssegieTamilarasiN .Komal Kumar

Journal:   Iraqi Journal of Science Year: 2022 Pages: 3947-3953
JOURNAL ARTICLE

Performance Investigation of Feature Selection Based on Random Forest in Heart Disease Prediction Using KNN Model

Seong G. Kong

Journal:   Science and Technology of Engineering Chemistry and Environmental Protection Year: 2024 Vol: 1 (10)
© 2026 ScienceGate Book Chapters — All rights reserved.