An Intelligent Learning System Based on Random Search Algorithm and Optimized Random Forest Model for Improved Heart Disease Detection - Javeed, Ashir; Zhou, Shijie; Yongjian, Liao; Qasim, Iqbal; Noor, Adeeb; Nour, Redhwan (IEEE access, 2019)
Keywords: Accuracy; Algorithms; Developing countries; Diagnostic systems; Diseases; Failure detection; Feature extraction; feature selection; grid search algorithm; Heart; Heart diseases; Heart failure; hyperparameters optimization; LDCs; Machine learning; Model accuracy; Prediction algorithms; random search algorithm; Search algorithms; Solid modeling; Training