Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support System

Table 9

The average ranks of the algorithms over 11 datasets “and the sum of win/losses.”

Algorithm name	ZR	NB	MLP	SL	SMO	IBK	BS	BG	J48	RF	RT
Average rank	11	4.27	8.27	4.64	3.73	8	9.27	3.64	3.55	5.9	3.73
The number of wins/losses (over 110)	0/97	29/1	19/23	30/1	30/0	17/42	14/72	30/0	36/0	19/18	30/0