| Issue | #Downvotes for this reason | By |
|---|
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1) | A random subgroups classifier. A random subgroups classifier is a meta estimator that fits a number subgroups on various sub-samples of the dataset. The sub-sample size is controlled with the `max_samples` parameter if `bootstrap=True` (default), otherwise the whole dataset is used to search for each subgroup. The Parameters ----------- n_estimators : int, default=100 The number of subgroups in the ensemble. max_depth : int, default=1 The maximum depth of the subgroup discovery task. max_features : {"auto", "sqrt", "log2"}, int or float, default="auto" The number of features to consider when looking for the best subgroup: - If int, then consider `max_features` features for each subgroup. - If float, then `max_features` is a fraction and `round(max_features * n_features)` features are considered for each subgroup. - If "auto", then `max_features=sqrt(n_features)`. - If "sqrt", then `max_features=sqrt(n_features)` (same as "auto"). - If "log2", then `max_feature... |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_bootstrap | true |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_intervals_only | false |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_max_depth | 3 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_max_features | "auto" |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_max_samples | null |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_n_bins | 20 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_n_estimators | 100 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_n_jobs | 3 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_quality_function_weight | 0.5 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_result_set_size | 20 |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_search_strategy | "bestfirst" |
| randomsubgroups._randomsubgroups.RandomSubgroupClassifier(1)_verbose | 0 |
0.6073 ± 0.0563 Per class Cross-validation details (10-fold Crossvalidation)
|
0.5953 ± 0.0667 Per class Cross-validation details (10-fold Crossvalidation)
|
0.1906 ± 0.1107 Cross-validation details (10-fold Crossvalidation)
|
-0.7995 ± 0.0143 Cross-validation details (10-fold Crossvalidation)
|
0.4912 ± 0.0036 Cross-validation details (10-fold Crossvalidation)
|
0.5 Cross-validation details (10-fold Crossvalidation)
|
0.5953 ± 0.0551 Cross-validation details (10-fold Crossvalidation)
|
556 Per class Cross-validation details (10-fold Crossvalidation) |
0.5953 ± 0.081 Per class Cross-validation details (10-fold Crossvalidation)
|
0.5953 ± 0.0551 Cross-validation details (10-fold Crossvalidation)
|
1 Cross-validation details (10-fold Crossvalidation)
|
0.9824 ± 0.0071 Cross-validation details (10-fold Crossvalidation)
|
0.5 Cross-validation details (10-fold Crossvalidation)
|
0.6229 ± 0.0052 Cross-validation details (10-fold Crossvalidation)
|
1.2458 ± 0.0104 Cross-validation details (10-fold Crossvalidation)
|
0.5953 ± 0.0556 Cross-validation details (10-fold Crossvalidation)
|