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Clean features across participants. 

Explore the best linear regression feature.
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junos 2022-01-19 13:41:09 +01:00
parent b17a7eff1a
commit 1efb8e3112
1 changed files with 4 additions and 4 deletions
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config.yaml
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@ -608,17 +608,17 @@ ALL_CLEANING_INDIVIDUAL:
ALL_CLEANING_OVERALL: ALL_CLEANING_OVERALL:
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
IMPUTE_SELECTED_EVENT_FEATURES: IMPUTE_SELECTED_EVENT_FEATURES:
COMPUTE: True COMPUTE: True
MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable
COLS_VAR_THRESHOLD: True COLS_VAR_THRESHOLD: True
ROWS_NAN_THRESHOLD: 0.3 # set to 1 to disable ROWS_NAN_THRESHOLD: 1 # set to 1 to disable
DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES
DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable DATA_YIELD_RATIO_THRESHOLD: 0.3 # set to 0 to disable
DROP_HIGHLY_CORRELATED_FEATURES: DROP_HIGHLY_CORRELATED_FEATURES:
COMPUTE: True COMPUTE: False
MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
CORR_THRESHOLD: 0.95 CORR_THRESHOLD: 0.95
SRC_SCRIPT: src/features/all_cleaning_overall/rapids/main.R SRC_SCRIPT: src/features/all_cleaning_overall/rapids/main.R