# Additional covariates percentage

Rate of usage of additional covariates, recalibration and "balanced" class_weight
during grid search:

| method          | av %   | recalib % | rebalance % |
| --------------: | :----: | :-------: | :---------: |
| imdb_sld_lr     | 81.49% | 77.78%    | 59.26%      |
| imdb_kde_lr     | 71.43% | NA        | 88.18%      |
| rcv1_CCAT_sld_lr| 62.97% | 70.38%    | 77.78%      |
| rcv1_CCAT_kde_lr| 78.06% | NA        | 84.82%      |
| rcv1_GCAT_sld_lr| 76.93% | 61.54%    | 65.39%      |
| rcv1_GCAT_kde_lr| 71.36% | NA        | 78.65%      |
| rcv1_MCAT_sld_lr| 62.97% | 48.15%    | 74.08%      |
| rcv1_MCAT_kde_lr| 71.03% | NA        | 68.70%      |