Table 2 The effect of size of training set on the classification of shrews
Training | Testing | Validation | All views | Dorsal | Lateral | Jaw | Average |
|---|---|---|---|---|---|---|---|
Numbers in percentage % | |||||||
50 | 25 | 25 | 100 | 70.0 | 76.7 | 61.7 | 77.1 |
60 | 20 | 20 | 100 | 62.5 | 82.5 | 68.3 | 78.3 |
70 | 15 | 15 | 100 | 72.5 | 88.3 | 85.0 | 86.5 |
80 | 10 | 10 | 100 | 70.8 | 88.3 | 76.7 | 84.0 |
90 | 5 | 5 | 100 | 65.8 | 85.8 | 75.0 | 81.7 |