Table 2 Performance comparison of total accuracies with various C value (Tradeoff between training error and margin) parameter used in RBF kernel in SVM.
Location | γ=0.03, C=1000 | γ=0.03, C=500 | γ=0.03, C=100 | γ=0.1, C=100 |
|---|---|---|---|---|
Chloroplast | 82.47 | 82.61 | 82.33 | 84.38 |
Golgi | 73.86 | 74.44 | 75.01 | 75.46 |
Vacuole | 66.54 | 66.42 | 65.89 | 69.62 |
Lysosome | 73.73 | 74.19 | 76.37 | 77.92 |
Peroxisome | 73.87 | 74.90 | 77.13 | 77.32 |