Table 1 Performances of the RF, SVM, ANN, and GMDH-type network using the Haralick and Zernike features.

From: Deep learning for early detection of pathological changes in X-ray bone microstructures: case of osteoarthritis

Features

Framework

Performance, %

Lateral

Medial

Haralick

RF

72.5

67.5

SVM

75.0

70.0

ANN

72.5

70.0

GMDH

75.0

72.5

Zernike

RF

80.0

72.5

SVM

82.5

75.0

ANN

80.0

75.0

GMDH

85.0

77.5