Class | Number of training images | Number of testing images | Number of images correctly classified | Classification accuracy (%) | ||||
CNN | PLS | CNN | PLS | CNN | PLS | CNN | PLS | |
Normal | 40 | 40 | 55 | 55 | 54 | 52 | 98.18 | 96.36 |
Abnormal (moderate) | 40 | 40 | 50 | 50 | 48 | 47 | 96 | 94 |
Abnormal (severe) | 40 | 40 | 55 | 55 | 53 | 51 | 96.36 | 92.72 |
Average classifier accuracy | 96.84 | 94.36 |