CoachThe sequential bootstrap draws labels one at a time, with replacement, each with probability proportional to the average uniqueness it would have given the labels already drawn; overlapping labels become less likely once one of them is in the sample.
| bootstrap samples | market 1 | market 2 | market 3 | mean |
|---|---|---|---|---|
| plain, full size | 0.504 | 0.517 | 0.509 | 0.510 |
| average-uniqueness size | 0.511 | 0.512 | 0.506 | 0.510 |
| same, weighted by uniqueness | 0.506 | 0.511 | 0.510 | 0.509 |
ml_labels.bagging_table.