Multiclass Classification on OpenML 11 multiclass (test)
44.1MacroF1 (Min)Best Class.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Best Class.labeled fraction (lf)=0.102026.04 | 44.1 | 73 | 24.8 | 93.1 | — | |
| EA-SSLlabeled fraction (lf)=0.102026.04 | 41.3 | 74.7 | 27.4 | 94.3 | 6 | |
| CC-SSLlabeled fraction (lf)=0.102026.04 | 39.5 | 75.4 | 28.1 | 94.2 | 6 | |
| EA-SSLlabeled fraction (lf)=0.012026.04 | 38.7 | 62.8 | 27.5 | 91.3 | 11 | |
| Global Class.labeled fraction (lf)=0.102026.04 | 37.3 | 69.9 | 24.5 | 92.3 | — | |
| CC-SSLlabeled fraction (lf)=0.012026.04 | 36.8 | 61.5 | 25.5 | 87.2 | 11 | |
| CC-SSLlabeled fraction (lf)=0.052026.04 | 35.8 | 71.6 | 31 | 92.3 | 8 | |
| EA-SSLlabeled fraction (lf)=0.052026.04 | 35.4 | 69.6 | 29.6 | 93.4 | 10 | |
| Best Class.labeled fraction (lf)=0.052026.04 | 35.2 | 66.9 | 23.3 | 91.2 | — | |
| STlabeled fraction (lf)=0.102026.04 | 34.4 | 70.9 | 29.6 | 93.5 | — | |
| Best Class.labeled fraction (lf)=0.012026.04 | 32 | 55.8 | 20.5 | 77.7 | — | |
| STlabeled fraction (lf)=0.052026.04 | 32 | 58.4 | 34 | 90.4 | — | |
| STlabeled fraction (lf)=0.012026.04 | 31.3 | 39.9 | 24.2 | 70.9 | — | |
| HColabeled fraction (lf)=0.102026.04 | 30.3 | 72.1 | 27.2 | 92.3 | — | |
| HColabeled fraction (lf)=0.012026.04 | 29.5 | 46.3 | 14.6 | 66.1 | — | |
| Global Class.labeled fraction (lf)=0.012026.04 | 29.2 | 47.5 | 15.9 | 72.6 | — | |
| Global Class.labeled fraction (lf)=0.052026.04 | 29.2 | 60.8 | 22.5 | 88 | — | |
| HColabeled fraction (lf)=0.052026.04 | 27.9 | 60.6 | 24.8 | 89.7 | — | |
| LSlabeled fraction (lf)=0.012026.04 | 2.2 | 17.1 | 18.1 | 38.3 | — | |
| LSlabeled fraction (lf)=0.052026.04 | 1.5 | 4.3 | 16 | 22.8 | — | |
| LSlabeled fraction (lf)=0.102026.04 | 1.5 | 7.8 | 16.6 | 22.8 | — | |
| Best Class.Labeled Fraction (lf)=0.102026.04 | 0.441 | 0.73 | 0.248 | 0.931 | — | |
| EA-SSLLabeled Fraction (lf)=0.102026.04 | 0.413 | 0.747 | 0.274 | 0.943 | 6 | |
| CC-SSLLabeled Fraction (lf)=0.102026.04 | 0.395 | 0.754 | 0.281 | 0.942 | 6 | |
| EA-SSLLabeled Fraction (lf)=0.012026.04 | 0.387 | 0.628 | 0.275 | 0.913 | 11 | |
| Global Class.Labeled Fraction (lf)=0.102026.04 | 0.373 | 0.699 | 0.245 | 0.923 | — | |
| CC-SSLLabeled Fraction (lf)=0.012026.04 | 0.368 | 0.615 | 0.255 | 0.872 | 11 | |
| CC-SSLLabeled Fraction (lf)=0.052026.04 | 0.358 | 0.716 | 0.31 | 0.923 | 8 | |
| EA-SSLLabeled Fraction (lf)=0.052026.04 | 0.354 | 0.696 | 0.296 | 0.934 | 10 | |
| Best Class.Labeled Fraction (lf)=0.052026.04 | 0.352 | 0.669 | 0.233 | 0.912 | — | |
| STLabeled Fraction (lf)=0.102026.04 | 0.344 | 0.709 | 0.296 | 0.935 | — | |
| Best Class.Labeled Fraction (lf)=0.012026.04 | 0.32 | 0.558 | 0.205 | 0.777 | — | |
| STLabeled Fraction (lf)=0.052026.04 | 0.32 | 0.584 | 0.34 | 0.904 | — | |
| STLabeled Fraction (lf)=0.012026.04 | 0.313 | 0.399 | 0.242 | 0.709 | — | |
| HCoLabeled Fraction (lf)=0.102026.04 | 0.303 | 0.721 | 0.272 | 0.923 | — | |
| HCoLabeled Fraction (lf)=0.012026.04 | 0.295 | 0.463 | 0.146 | 0.661 | — | |
| Global Class.Labeled Fraction (lf)=0.012026.04 | 0.292 | 0.475 | 0.159 | 0.726 | — | |
| Global Class.Labeled Fraction (lf)=0.052026.04 | 0.292 | 0.608 | 0.225 | 0.88 | — | |
| HCoLabeled Fraction (lf)=0.052026.04 | 0.279 | 0.606 | 0.248 | 0.897 | — | |
| LSLabeled Fraction (lf)=0.012026.04 | 0.022 | 0.171 | 0.181 | 0.383 | — | |
| LSLabeled Fraction (lf)=0.052026.04 | 0.015 | 0.043 | 0.16 | 0.228 | — | |
| LSLabeled Fraction (lf)=0.102026.04 | 0.015 | 0.078 | 0.166 | 0.228 | — |