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ML scripts: {'n_jobs': os.cpu_count() }

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Tanushree Tunstall 2022-07-02 10:20:40 +01:00
parent 11af00f1db
commit b8653c6afe
4 changed files with 16 additions and 12 deletions
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3
scripts/ml/ml_functions/FS.py
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@ -76,8 +76,7 @@ import argparse
import re
#####################################
rs = {'random_state': 42}
njobs = {'n_jobs': 10}
njobs = {'n_jobs': os.cpu_count() } # the number of jobs should equal the number of CPU cores
scoring_fn = ({ 'mcc' : make_scorer(matthews_corrcoef)
, 'fscore' : make_scorer(f1_score)

2
scripts/ml/ml_functions/MultClfs.py
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@ -76,7 +76,7 @@ import argparse
import re
#%% GLOBALS
rs = {'random_state': 42}
njobs = {'n_jobs': 10}
njobs = {'n_jobs': os.cpu_count() } # the number of jobs should equal the number of CPU cores
scoring_fn = ({ 'mcc' : make_scorer(matthews_corrcoef)
, 'fscore' : make_scorer(f1_score)

2
scripts/ml/ml_functions/SplitTTS.py
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@ -41,7 +41,7 @@ import re
homedir = os.path.expanduser("~")
#%% GLOBALS
rs = {'random_state': 42}
njobs = {'n_jobs': 10}
njobs = {'n_jobs': os.cpu_count() } # the number of jobs should equal the number of CPU cores
#%% Define split_tts function #################################################
def split_tts(ml_input_data