Table 3.
Training size | 100 (%) | 200 (%) | 300 (%) | 400 (%) | 500 (%) |
---|---|---|---|---|---|
MLP | 38.4 | 46.6 | 48.9 | 50.2 | 52.3 |
SVM-RBF | 45.6 | 48.2 | 49.0 | 49.8 | 51.2 |
SVM-LIN | 47.8 | 49.1 | 53.0 | 54.2 | 55.0 |
LDA | 57.5 | 58.6 | 60.2 | 64.3 | 65.2 |
KNN | 43.9 | 51.6 | 55.3 | 57.4 | 66.2 |
Inception v3 | 91.0 | 92.1 | 92.1 | 92.8 | 93.0 |