Mercurial > repos > bgruening > sklearn_stacking_ensemble_models
annotate test-data/named_steps.txt @ 1:6717e5cc4d05 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 49522db5f2dc8a571af49e3f38e80c22571068f4
author | bgruening |
---|---|
date | Tue, 09 Jul 2019 19:26:06 -0400 |
parents | fcc5eaaec401 |
children | a2e4a45c6083 |
rev | line source |
---|---|
0
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
1 {'preprocessing_1': SelectKBest(k=10, score_func=<function f_regression at 0x113310ea0>), 'estimator': XGBRegressor(base_score=0.5, booster='gbtree', colsample_bylevel=1, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
2 colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
3 max_depth=3, min_child_weight=1, missing=nan, n_estimators=100, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
4 n_jobs=1, nthread=None, objective='reg:linear', random_state=10, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
5 reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None, |
fcc5eaaec401
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit ab963ec9498bd05d2fb2f24f75adb2fccae7958c
bgruening
parents:
diff
changeset
|
6 silent=True, subsample=1)} |