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More numeric_only arguments. 

See 1d903f3629 for explanation.
update_libs
junos 2023-04-13 13:04:53 +02:00
parent 03687a1ac2
commit 00e4f8deae
2 changed files with 2 additions and 2 deletions
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2
src/features/all_cleaning_individual/straw/main.py
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@ -120,7 +120,7 @@ def straw_cleaning(sensor_data_files, provider):
esm_cols = features.loc[:, features.columns.str.startswith('phone_esm_straw')] esm_cols = features.loc[:, features.columns.str.startswith('phone_esm_straw')]
if provider["COLS_VAR_THRESHOLD"]: if provider["COLS_VAR_THRESHOLD"]:
features.drop(features.std()[features.std() == 0].index.values, axis=1, inplace=True) features.drop(features.std(numeric_only=True)[features.std(numeric_only=True) == 0].index.values, axis=1, inplace=True)
fe5 = features.copy() fe5 = features.copy()

2
src/features/all_cleaning_overall/straw/main.py
View File

@ -146,7 +146,7 @@ def straw_cleaning(sensor_data_files, provider, target):
# (5) REMOVE COLS WHERE VARIANCE IS 0 # (5) REMOVE COLS WHERE VARIANCE IS 0
if provider["COLS_VAR_THRESHOLD"]: if provider["COLS_VAR_THRESHOLD"]:
features.drop(features.std()[features.std() == 0].index.values, axis=1, inplace=True) features.drop(features.std(numeric_only=True)[features.std(numeric_only=True) == 0].index.values, axis=1, inplace=True)
graph_bf_af(features, "6variance_drop") graph_bf_af(features, "6variance_drop")