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minor formatting consistency for 7030 scripts

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This commit is contained in:
Tanushree Tunstall 2022-06-18 14:41:05 +01:00
parent e05e4e2e38
commit 2e50a555a0
8 changed files with 192 additions and 129 deletions
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22
scripts/ml/rpob_7030.py
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@ -40,11 +40,19 @@ outdir_ml = outdir + 'ml/tts_7030/'
print('\nOutput directory:', outdir_ml)
#%%###########################################################################
print('Sanity checks:'
, '\nML source data size:', x_features.shape
, '\nTotal input features:', X.shape
, '\nTarget feature numbers:', Counter(y)
, '\nTarget features ratio:', yc1_ratio
print('\nSanity checks:'
#, '\nML source data size:', x_features.shape
, '\nTotal input features:', len(X.columns)
, '\n'
, '\nTraining data size:', X.shape
, '\nTest data size:', X_bts.shape
, '\n'
, '\nTarget feature numbers (training data):', Counter(y)
, '\nTarget features ratio (training data:', yc1_ratio
, '\n'
, '\nTarget feature numbers (test data):', Counter(y_bts)
, '\nTarget features ratio (test data):', yc2_ratio
, '\n\n#####################################################################\n')
print('\n================================================================\n')
@ -59,8 +67,8 @@ print('Strucutral features (n):'
print('AAindex features (n):'
, len(X_aaindexFN)
# , '\nThese are:\n'
# , X_aaindexFN
, '\nThese are:\n'
, X_aaindexFN
, '\n================================================================\n')
print('Evolutionary features (n):'