Table 1 Experimental results for the transfer learning model
Class | Correct validation | Accuracy of validation (%) | Correct test | Accuracy of test (%) |
|---|---|---|---|---|
Experimental results per each class of the learning model – multi-classification | ||||
Normal | 114 | 69.93 | 63 | 76.82 |
Mild | 46 | 45.09 | 23 | 45.09 |
Moderate | 35 | 60.34 | 19 | 65.51 |
Severe | 10 | 45.45 | 2 | 18.18 |
Experimental results per each class of the learning model – binary classification | ||||
Normal | 140 | 85.88 | 59 | 71.95 |
Abnormal | 112 | 61.53 | 72 | 79.12 |