Three-Class Mammogram Classification Based on Descriptive CNN Features

Table 4

Summarized accuracy rate for 3-class classification on large data set.

	HOG	LCP	DSIFT	CNN-WT	CNN-CT
SVM layer	56.83	57.54	51.40	81.83	83.74
SVM 10-fold cross-validation	56.27	57.13	50.91	81.24	83.11
Softmax layer	—	—	—	79.92	81.49