Datasets | C | Gaussian | Polynomial | Linear | ||||||
---|---|---|---|---|---|---|---|---|---|---|
 |  | R | 1−P | F measure | R | 1−P | F measure | R | 1−P | F measure |
WHOI | 1 | 88.48% | 11.35% | 0.886 | 89.58% | 10.21% | 0.897 | 88.55% | 11.18% | 0.887 |
 | 10 | 88.75% | 11.04% | 0.889 | 89.67% | 10.16% | 0.898 | 89.12% | 10.65% | 0.892 |
 | 100 | 88.58% | 11.2% | 0.887 | 89.39% | 10.44% | 0.895 | 88.42% | 11.41% | 0.885 |
ZooScan | 1 | 83.32% | 11.74% | 0.857 | 83.94% | 12.61% | 0.856 | 81.78% | 15.53% | 0.831 |
 | 10 | 86.26% | 10.01% | 0.881 | 86.74% | 11.76% | 0.875 | 83.98% | 15.28% | 0.843 |
 | 100 | 86.6% | 9.92% | 0.883 | 86.79% | 11.63% | 0.876 | 84.86% | 19.13% | 0.828 |
Kaggle | 1 | 78.46% | 17.41% | 0.805 | 80.39% | 16.76% | 0.818 | 78.09% | 19.24% | 0.794 |
 | 10 | 82.95% | 16.42% | 0.833 | 82.6% | 15.62% | 0.835 | 81.32% | 17.66% | 0.818 |
 | 100 | 82.97% | 16.84% | 0.831 | 82.11% | 15.82% | 0.831 | 79.68% | 19.1% | 0.803 |