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horrible lineage analysis hell

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This commit is contained in:
Tanushree Tunstall 2022-06-28 21:51:02 +01:00
parent ce0f12382e
commit 478df927cc
10 changed files with 1669 additions and 101 deletions
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19
scripts/ml/test_MultClfs.py
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@ -67,7 +67,7 @@ print('\n#####################################################################\n
#================
# MultModelsCl: without formatted output
#================
mmD = MultModelsCl(input_df = X_smnc
mmD = MultModelsCl_noBT(input_df = X_smnc
, target = y_smnc
, var_type = 'mixed'
, tts_split_type = tts_split_7030
@ -77,12 +77,13 @@ mmD = MultModelsCl(input_df = X_smnc
, blind_test_target = y_bts
, add_cm = True
, add_yn = True
, run_blind_test = True
, return_formatted_output = False)
#================
# MultModelsCl: WITH formatted output
#================
mmDF3 = MultModelsCl(input_df = X_smnc
mmDF3 = MultModelsCl_noBT(input_df = X_smnc
, target = y_smnc
, var_type = 'mixed'
, tts_split_type = tts_split_7030
@ -92,9 +93,21 @@ mmDF3 = MultModelsCl(input_df = X_smnc
, blind_test_target = y_bts
, add_cm = True
, add_yn = True
, run_blind_test = True
, return_formatted_output= True )
mmDF9= MultModelsCl_noBT(input_df = X
, target = y
, var_type = 'mixed'
, tts_split_type = tts_split_7030
, resampling_type = 'none'
, skf_cv = None
, blind_test_df = X_bts
, blind_test_target = y_bts
, add_cm = True
, add_yn = True
, run_blind_test = True
, return_formatted_output= True )
#=================
# test function
#=================