Table 1.

Comparison of performance evaluation of linear SVM and k-NN classifiers (using the Euclidian distance) for metabolic receptors classification in subcutaneous adipose tissue. The labeled examples include 52 positive examples and 55 negative examples (rows 1 and 2) and 61 cytokines receptors as negative examples (row 3).

	Method	Negative group	TP	TN	FP	FN	Sensitivity	Specificity	Accuracy	MCC	FP receptors	FN receptors
1	k-NN	Inferred receptors	50	55	0	2	0.96	0.96	0.98	0.96	NA	TFRC
												TFR2
2	SVM	Inferred receptors	44	55	0	8	0.85	0.87	0.93	0.86	NA	ADIPOR2
												DRD4
												EGFR
												FGFR2
												LDLR
												LEPR
												TFR2
												TFRC
3	SVM/k-NN	Cytokines receptors	42	60	1	10	0.81	0.86	0.9	0.81	TNFRSF21	ADIPOR2
												ADRA2B
												DRD4
												EGFR
												FGFR2
												FGFR4
												LDLR
												LEPR
												TFR2
												TFRC