Classification of Real Imbalanced Cardiovascular Data Using Feature Selection and Sampling Methods: A Case Study with Neural Networks and Logistic Regression


BEKTAŞ J., İBRİKÇİ T. , ÖZCAN İ. T.

INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, cilt.26, 2017 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 26 Konu: 6
  • Basım Tarihi: 2017
  • Doi Numarası: 10.1142/s0218213017500191
  • Dergi Adı: INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS

Özet

Coronary Artery Disease (CAD) is very common among the major types of cardiovascular diseases, and there are several studies created with different features including data that is collected from patients for timely diagnosis of CAD.