tanu/LSHTM_analysis
1
0
Fork 0
Code Issues Pull requests Releases Wiki Activity

added random state to split in function

Browse source
This commit is contained in:
Tanushree Tunstall 2022-07-05 14:15:43 +01:00
parent e5f882841e
commit 53c229f480
3 changed files with 24 additions and 21 deletions
Download patch file Download diff file Expand all files Collapse all files

36
scripts/ml/combined_model/cm_logo_skf.py
View file

@ -174,29 +174,29 @@ def CMLogoSkf(cm_input_df
, '\nTEST Target dim:', cm_bts_y.shape)
print("Running Multiple models on LOGO with SKF")
# #%%:Running Multiple models on LOGO with SKF
# cD3_v2 = MultModelsCl_logo_skf(input_df = cm_X
# , target = cm_y
# #, group = 'none'
# , sel_cv = skf_cv
#%%:Running Multiple models on LOGO with SKF
cD3_v2 = MultModelsCl_logo_skf(input_df = cm_X
, target = cm_y
#, group = 'none'
, sel_cv = skf_cv
# , blind_test_df = cm_bts_X
# , blind_test_target = cm_bts_y
, blind_test_df = cm_bts_X
, blind_test_target = cm_bts_y
# , tts_split_type = tts_split_type
, tts_split_type = tts_split_type
# , resampling_type = 'none' # default
# , add_cm = True
# , add_yn = True
# , var_type = 'mixed'
, resampling_type = 'none' # default
, add_cm = True
, add_yn = True
, var_type = 'mixed'
# , run_blind_test = True
# , return_formatted_output = True
# , random_state = 42
# , n_jobs = os.cpu_count() # the number of jobs should equal the number of CPU cores
# )
, run_blind_test = True
, return_formatted_output = True
, random_state = 42
, n_jobs = os.cpu_count() # the number of jobs should equal the number of CPU cores
)
# cD3_v2.to_csv(outFile)
cD3_v2.to_csv(outFile)
#%% RUN
#===============