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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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10
uq_ml_models_FS/fs_UQ_MLP.py
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@ -7,12 +7,12 @@ Created on Wed May 18 06:03:24 2022
"""
parameters = [
{
'clf__estimator': [MLPClassifier(**rs
'clf': [MLPClassifier(**rs
, max_iter = 1000)]
, 'clf__estimator__hidden_layer_sizes': [(1), (2), (3), (5), (10)]
, 'clf__estimator__solver': ['lbfgs', 'sgd', 'adam']
, 'clf__estimator__learning_rate': ['constant', 'invscaling', 'adaptive']
#, 'clf__estimator__learning_rate': ['constant']
, 'clf__hidden_layer_sizes': [(1), (2), (3), (5), (10)]
, 'clf__solver': ['lbfgs', 'sgd', 'adam']
, 'clf__learning_rate': ['constant', 'invscaling', 'adaptive']
#, 'clf__learning_rate': ['constant']
}
]