AdaBoost Ensemble Methods Using K-Fold Cross Validation for Survivability with the Early Detection of Heart Disease

Table 2

Single classifier evaluation comparison.

Performance metrics	Naive Bayes	AltDTree	RF	RedEPTree	CART
TTBM (sec)	4.56	60.18	2.11	10.25	52.24
Accuracy (%)	78.6	93.56	92.45	79.23	78.67
MAE	0.60	0.28	0.27	026	0.27
RMSE	0.83	0.41	0.42	0.42	0.56
RAE	120	67.71	77.87	79.12	68.91
RRSE	127.41	95.33	82.92	97.89	98.34
F1-score	0.3	0.85	0.84	0.83	0.81