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added dummy classifier to models

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Tanushree Tunstall 2022-07-27 17:10:04 +01:00
parent c32005c99c
commit 744bc8f4a1
4 changed files with 94 additions and 53 deletions
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28
scripts/ml/ml_iterator.py
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@ -82,22 +82,26 @@ for gene, drug in ml_gene_drugD.items():
, 'target' : tempD['y']
, 'var_type' : 'mixed'
, 'resampling_type': 'none'}
, 'smnc_paramD': { 'input_df' : tempD['X_smnc']
, 'target' : tempD['y_smnc']
, 'smnc_paramD' : { 'input_df' : tempD['X_smnc']
, 'target' : tempD['y_smnc']
, 'var_type' : 'mixed'
, 'resampling_type' : 'smnc'}
, 'ros_paramD' : { 'input_df' : tempD['X_ros']
, 'target' : tempD['y_ros']
, 'var_type' : 'mixed'
, 'resampling_type' : 'smnc'}
, 'ros_paramD': { 'input_df' : tempD['X_ros']
, 'target' : tempD['y_ros']
, 'var_type' : 'mixed'
, 'resampling_type' : 'ros'}
, 'rus_paramD' : { 'input_df' : tempD['X_rus']
, 'resampling_type' : 'ros'}
, 'rus_paramD' : { 'input_df' : tempD['X_rus']
, 'target' : tempD['y_rus']
, 'var_type' : 'mixed'
, 'resampling_type' : 'rus'}
, 'rouC_paramD' : { 'input_df' : tempD['X_rouC']
, 'target' : tempD['y_rouC']
, 'var_type' : 'mixed'
, 'resampling_type': 'rouC'}
, 'rouC_paramD' : { 'input_df' : tempD['X_rouC']
, 'target' : tempD['y_rouC']
, 'var_type' : 'mixed'
, 'resampling_type' : 'rouC'}
}
mmDD = {}