Table 1.
Classes | Amount of Data | Precision | Recall | F1-Score | |||
---|---|---|---|---|---|---|---|
Inception-V3 | VGG16 | Inception-V3 | VGG16 | Inception-V3 | VGG16 | ||
c0 | 64 | 0.83 | 0.70 | 0.84 | 0.81 | 0.84 | 0.75 |
c1 | 65 | 0.92 | 0.94 | 1.00 | 0.95 | 0.96 | 0.95 |
c2 | 65 | 0.80 | 0.80 | 0.91 | 0.85 | 0.85 | 0.82 |
c3 | 75 | 0.64 | 0.66 | 0.91 | 0.83 | 0.75 | 0.73 |
c4 | 15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
c5 | 40 | 0.80 | 0.52 | 0.20 | 0.42 | 0.32 | 0.47 |
c6 | 70 | 0.90 | 0.83 | 0.89 | 0.86 | 0.89 | 0.85 |
c7 | 50 | 0.63 | 0.70 | 0.74 | 0.56 | 0.68 | 0.62 |
c8 | 60 | 0.79 | 0.79 | 0.77 | 0.77 | 0.78 | 0.78 |
c9 | 60 | 0.93 | 0.76 | 0.87 | 0.87 | 0.90 | 0.81 |
c10 | 70 | 0.90 | 0.83 | 0.90 | 0.83 | 0.90 | 0.83 |
c11 | 70 | 0.87 | 0.82 | 0.87 | 0.90 | 0.87 | 0.86 |
c12 | 70 | 0.76 | 0.70 | 0.93 | 0.87 | 0.84 | 0.78 |
c13 | 60 | 0.85 | 0.84 | 0.87 | 0.77 | 0.86 | 0.80 |
c14 | 60 | 0.97 | 0.84 | 0.97 | 0.93 | 0.97 | 0.88 |
c15 | 30 | 0.00 | 0.93 | 0.00 | 0.43 | 0.00 | 0.59 |
c16 | 45 | 0.81 | 0.76 | 0.64 | 0.56 | 0.72 | 0.64 |
c17 | 45 | 0.65 | 0.68 | 0.93 | 0.80 | 0.76 | 0.73 |
c18 | 25 | 0.00 | 0.89 | 0.00 | 0.32 | 0.00 | 0.47 |
c19 | 25 | 0.91 | 1.00 | 0.40 | 0.52 | 0.56 | 0.68 |
c20 | 65 | 0.68 | 0.74 | 1.00 | 0.98 | 0.81 | 0.85 |
c21 | 65 | 0.80 | 0.77 | 0.91 | 0.83 | 0.85 | 0.80 |
c22 | 65 | 0.84 | 0.80 | 0.65 | 0.74 | 0.73 | 0.77 |
c23 | 65 | 0.78 | 0.82 | 0.94 | 0.71 | 0.85 | 0.76 |