Andy Adinets a36c3ed4f4 Added SKLearn-like random forest Python API. (#4148) ...

* Added SKLearn-like random forest Python API.

- added XGBRFClassifier and XGBRFRegressor classes to SKL-like xgboost API
- also added n_gpus and gpu_id parameters to SKL classes
- added documentation describing how to use xgboost for random forests,
  as well as existing caveats

2019-03-12 22:28:19 +08:00

..

regression_test_utilities.py

Fixed issue 3605. (#3628)

2018-08-28 10:50:52 -07:00

test_basic_models.py

Revert "Fix #3485, #3540: Don't use dropout for predicting test sets" (#3563)

2018-08-08 09:48:55 -07:00

test_basic.py

Fix #4163: always copy sliced data (#4165)

2019-02-20 14:46:34 -08:00

test_dt.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_early_stopping.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_eval_metrics.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_interaction_constraints.py

[TREE] add interaction constraints (#3466)

2018-09-04 09:35:39 -07:00

test_linear.py

Fix test_gpu_coordinate. (#3974)

2019-02-19 14:09:10 -08:00

test_monotone_constraints.py

more correct way to build node stats in distributed fast hist (#4140)

2019-02-18 13:45:30 -08:00

test_openmp.py

Fix bugs in multithreaded ApplySplitSparseData() (#2161)

2017-04-02 11:37:39 -07:00

test_parse_tree.py

Added trees_to_df() method for Booster class (#4153)

2019-02-26 13:28:24 -08:00

test_plotting.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_shap.py

Add total_gain and total_cover importance measures (#3498)

2018-07-23 00:30:55 -07:00

test_sparse_dmatrix.py

More robust DMatrix creation from a sparse matrix (#1606)

2016-09-25 10:01:22 -07:00

test_training_continuation.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_tree_regularization.py

Add LASSO (#3429)

2018-07-15 16:38:26 +12:00

test_updaters.py

Prevent empty quantiles in fast hist (#4155)

2019-02-17 16:01:07 -08:00

test_with_pandas.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00

test_with_sklearn.py

Added SKLearn-like random forest Python API. (#4148)

2019-03-12 22:28:19 +08:00

testing.py

Refactor Python tests. (#3897)

2018-11-15 13:56:33 +13:00