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remove __estimator

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Tanushree Tunstall 2022-05-22 23:39:35 +01:00
parent 1a1154b4f4
commit 9839b6f8d1
15 changed files with 79 additions and 79 deletions
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12
uq_ml_models_FS/fs_UQ_GBC.py
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@ -7,12 +7,12 @@ Created on Wed May 18 06:03:24 2022
"""
parameters = [
{
'clf__estimator': [GradientBoostingClassifier(**rs)]
, 'clf__estimator__n_estimators' : [10, 100, 200, 500, 1000]
, 'clf__estimator__n_estimators' : [10, 100, 1000]
, 'clf__estimator__learning_rate': [0.001, 0.01, 0.1]
, 'clf__estimator__subsample' : [0.5, 0.7, 1.0]
, 'clf__estimator__max_depth' : [3, 7, 9]
'clf': [GradientBoostingClassifier(**rs)]
, 'clf__n_estimators' : [10, 100, 200, 500, 1000]
, 'clf__n_estimators' : [10, 100, 1000]
, 'clf__learning_rate': [0.001, 0.01, 0.1]
, 'clf__subsample' : [0.5, 0.7, 1.0]
, 'clf__max_depth' : [3, 7, 9]
}
]