Breast Cancer Detection with Reduced Feature Set

Table 6

CPU time for classification.

Classifier	Partitioning	IC (seconds)	30 features (seconds)
-NN	20%	8.02	8.31
	10-CV	13.52	14.77
ANN	20%	11.12	13.9
	10-CV	76.72	118.21
RBFNN	20%	14.9	20.03
	10-CV	90.49	129.84
SVM (poly)	20%	7.17	7.28
	10-CV	7.47	9.13
SVM (RBF)	20%	9.02	43.30
	10-CV	10.72	19.05