Table 3: The confusion matrices of the classifiers using reduced one dimensionality by ICA (1F denotes one feature and 30F denotes original features).

-NN classifier ()ANN classifier (neuron number 7)
Recognized valueRecognized value
Actual valueMalignantBenignActual valueMalignantBenign
1F30F1F30F1F30F1F30F

Malignant338 (TP)34619 (FN)11Malignant346 (TP)35711 (FN)0
Benign32 (FP)28180 (TN)184Benign43 (FP)14169 (TN)198

RBFNN classifier (spread = 28)SVM classifier ()
Recognized valueRecognized value
Actual valueMalignantBenignActual valueMalignant Benign
1F30F1F30F1F30F1F30F

Malignant345 (TP)33412 (FN)23Malignant348 (TP)34314 (FN)9
Benign43 (FP)138169 (TN)74Benign43 (FP)13169 (TN)199