Modified Mahalanobis Taguchi System for Imbalance Data Classification

Table 4

Classification performance results () of MMTS classifier versus modified SVMs class imbalance data classifiers.

Dataset	-ratio	# variables	Number of observations		IR	SVM	SMOTE	ACT	KBA	MMTS
			Negative	Positive
Car	1.01	6	1659	69	24 : 1
Yeast	1.14	8	1433	51	28 : 1
Abalone	0.55	8	4145	32	130 : 1