Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms

Table 14

Accuracy of diagnosing two dataset using five machine learning algorithms.

Dataset	SVM		KNN		Decision Tree		Random Forest		Logistic Regression
Dataset	Training	Testing	Training	Testing	Training	Testing	Training	Testing	Training	Testing
Cleveland	92.56	90.16	87.60	90.16	100	81.97	100	85.25	87.60	88.52
HF	92.35	90.00	96.82	93.33	96.46	95.00	97.68	95.00	91.05	88.33