Three-Class Mammogram Classification Based on Descriptive CNN Features

Table 3

Validity assessment measures for SVM classifier with 10-fold cross-validation.

	PPV	NPV	Sensitivity	Specificity	MCC	ROC
HOG	0.654	0.847	0.803	0.671	.641	.687
LCP	0.663	0.881	0.769	0.737	.675	.712
DSIFT	0.441	0.824	0.776	0.642	.589	.651
Proposed CNN-WT	0.818	0.891	0.833	0.782	.802	.831
Proposed CNN-CT	0.839	0.904	0.854	0.797	.810	.839