label ratio | RNMF | SVM | wvRN+RL | ICA | semiICA |
---|---|---|---|---|---|
2% | 0.790 ± 0.023 | 0.700 ± 0.044 | 0.633 ± 0.012 | 0.700 ± 0.058 | 0.725 ± 0.052 |
3% | 0.827 ± 0.031 | 0.736 ± 0.004 | 0.624 ± 0.013 | 0.731 ± 0.063 | 0.755 ± 0.004 |
4% | 0.833 ± 0.021 | 0.774 ± 0.005 | 0.650 ± 0.004 | 0.760 ± 0.052 | 0.774 ± 0.055 |
5% | 0.843 ± 0.008 | 0.770 ± 0.003 | 0.675 ± 0.023 | 0.771 ± 0.058 | 0.792 ± 0.001 |
Avg. | 0.823 ± 0.020 | 0.745 ± 0.014 | 0.645 ± 0.013 | 0.740 ± 0.057 | 0.762 ± 0.028 |