Detection and Classification of Cancer from Microscopic Biopsy Images Using Clinically Significant and Biologically Interpretable Features

Table 3

The distribution of various features extracted from images and their ranges.

Name of features	Number of features (range F1–F115)
Texture features	22 (F1–F22)
Morphology and shape feature	10 (F23–F32)
Histogram of oriented gradient (HOG)	36 (F33–F68)
Wavelet features	32 (F69–100)
Color features	6 (F101–F106)
Tamura’s features	3 (F107–F109)
Law’s Texture Energy	16 (F110–F115)