Table 7.

Performance measures for LDA, QDA, naïve Bayes, J48 and J48-C classifiers.

LDA			QDA
OA = 92.60	SEN%	FPR%	PPV%	OA = 16.20	SEN%	FPR%	PPV%
N	97.2	44.6	94.6		6.6	3.7	93.6
V	89.7	0.1	98.8		99.8	0.9	88.8
S	0.1	0.1	4.1		91.2	80.2	4.4
F	34.2	2.3	7.5		32.7	5.5	3.2
Q	100	0	100		0	0	0
naïve Bayes			J48
OA = 81.47	SEN%	FPR%	PPV%	OA = 94.32	SEN%	FPR%	PPV%
N	86.2	43.4	94.1		99.5	47	94.5
V	60.3	1.7	71.5		88.3	0.5	92.1
S	7.2	2.3	11.2		0	0	0
F	94.2	7.6	6.5		0	0	0
Q	16.7	2.4	0.1		0	0	0
J48-C
			OA = 8.86	SEN%	FPR%	PPV%
			N	0	0	0
			V	71.0	15.9	24.0
			S	97.2	65.8	5.6
			F	73.5	11.3	3.5
			Q	100	1.8	0.7