Feature Selection and Classification of Clinical Datasets Using Bioinspired Algorithms and Super Learner

Table 15

Performance of FCSO, FKH, and FBFO classifiers and super learner on Indian liver patient dataset.

Feature selection algorithm	Size of feature subset	TN	FP	FN	TP	Accuracy	Sensitivity	Specificity	Precision	-score
CSO	5	103	62	33	102	68.33	75.56	62.42	62.20	0.68
KH	8	104	61	40	95	66.33	70.37	63.03	60.90	0.65
BFO	5	101	64	34	101	67.33	74.81	61.21	61.21	0.67
Super learner	—	26	15	3	16	70.00	84.21	63.41	51.61	0.64