Research Article

Breast Cancer Detection with Reduced Feature Set

Table 6

CPU time for classification.

ClassifierPartitioningIC (seconds)30 features (seconds)

-NN20%8.028.31
10-CV13.5214.77

ANN20%11.1213.9
10-CV76.72118.21

RBFNN20%14.920.03
10-CV90.49129.84

SVM (poly)20%7.177.28
10-CV7.479.13

SVM (RBF)20%9.0243.30
10-CV10.7219.05