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Bug fix

notes
Primoz 2022-10-11 08:36:23 +00:00
parent 1ad25bb572
commit de15a52dba
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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@ -85,7 +85,7 @@ def straw_cleaning(sensor_data_files, provider):
impute_w_sn2 = [col for col in features.columns if "homelabel" in col] impute_w_sn2 = [col for col in features.columns if "homelabel" in col]
features[impute_w_sn2] = features[impute_w_sn2].fillna(1) # Special case of imputation - nominal/ordinal value features[impute_w_sn2] = features[impute_w_sn2].fillna(1) # Special case of imputation - nominal/ordinal value
impute_w_sn3 = [col for col features.columns if "loglocationvariance" in col] impute_w_sn3 = [col for col in features.columns if "loglocationvariance" in col]
features[impute_w_sn2] = features[impute_w_sn2].fillna(-1000000) # Special case of imputation - nominal/ordinal value features[impute_w_sn2] = features[impute_w_sn2].fillna(-1000000) # Special case of imputation - nominal/ordinal value

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

@ -80,7 +80,7 @@ def straw_cleaning(sensor_data_files, provider, target):
impute_w_sn2 = [col for col in features.columns if "homelabel" in col] impute_w_sn2 = [col for col in features.columns if "homelabel" in col]
features[impute_w_sn2] = features[impute_w_sn2].fillna(1) # Special case of imputation - nominal/ordinal value features[impute_w_sn2] = features[impute_w_sn2].fillna(1) # Special case of imputation - nominal/ordinal value
impute_w_sn3 = [col for col features.columns if "loglocationvariance" in col] impute_w_sn3 = [col for col in features.columns if "loglocationvariance" in col]
features[impute_w_sn2] = features[impute_w_sn2].fillna(-1000000) # Special case of imputation - loglocation features[impute_w_sn2] = features[impute_w_sn2].fillna(-1000000) # Special case of imputation - loglocation
# Impute selected phone features with 0 # Impute selected phone features with 0