A Linear-RBF Multikernel SVM to Classify Big Text Corpora

Table 3

Time (seconds) needed to build a model per number of folds.

Classifiers	Folds
	1	2	3	4	5	6	7	8	9	10
Allele
Linear	4 s	9 s	13 s	17 s	21 s	26 s	30 s	34 s	39 s
MLRBF	15 s	31 s	46 s	62 s	77 s	93 s	108 s	124 s	139 s
Sigmoid	36 s	72 s	108 s	144 s	180 s	216 s	252 s	288 s	324 s
RBF	44 s	88 s	132 s	176 s	220 s	264 s	308 s	352 s	396 s
GoA
Linear	7 s	14 s	21 s	28 s	35 s	42 s	49 s	56 s	63 s
MLRBF	35 s	70 s	105 s	140 s	175 s	210 s	245 s	280 s	315 s
Sigmoid	40 s	80 s	120 s	160 s	200 s	240 s	280 s	320 s	360 s
RBF	56 s	112 s	168 s	224 s	280 s	336 s	392 s	448 s	504 s