diff --git a/config.yaml b/config.yaml index 827f962b..e51a53af 100644 --- a/config.yaml +++ b/config.yaml @@ -663,9 +663,9 @@ HEATMAP_FEATURE_CORRELATION_MATRIX: ALL_CLEANING_INDIVIDUAL: PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False IMPUTE_SELECTED_EVENT_FEATURES: - COMPUTE: True + COMPUTE: False MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 COLS_NAN_THRESHOLD: 1 # set to 1 to disable COLS_VAR_THRESHOLD: True @@ -673,12 +673,12 @@ ALL_CLEANING_INDIVIDUAL: DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable DROP_HIGHLY_CORRELATED_FEATURES: - COMPUTE: True + COMPUTE: False MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 CORR_THRESHOLD: 0.95 SRC_SCRIPT: src/features/all_cleaning_individual/rapids/main.R STRAW: - COMPUTE: True + COMPUTE: False PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_MINUTES # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES PHONE_DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable EMPATICA_DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable @@ -686,7 +686,7 @@ ALL_CLEANING_INDIVIDUAL: COLS_NAN_THRESHOLD: 0.9 # set to 1 to remove only columns that contains all (100% of) NaN COLS_VAR_THRESHOLD: True DROP_HIGHLY_CORRELATED_FEATURES: - COMPUTE: True + COMPUTE: False MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 CORR_THRESHOLD: 0.95 STANDARDIZATION: True @@ -705,12 +705,12 @@ ALL_CLEANING_OVERALL: DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable DROP_HIGHLY_CORRELATED_FEATURES: - COMPUTE: True + COMPUTE: False MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 CORR_THRESHOLD: 0.95 SRC_SCRIPT: src/features/all_cleaning_overall/rapids/main.R STRAW: - COMPUTE: True + COMPUTE: False PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_MINUTES # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES PHONE_DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable EMPATICA_DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable @@ -718,7 +718,7 @@ ALL_CLEANING_OVERALL: COLS_NAN_THRESHOLD: 0.8 # set to 1 to remove only columns that contains all (100% of) NaN COLS_VAR_THRESHOLD: True DROP_HIGHLY_CORRELATED_FEATURES: - COMPUTE: True + COMPUTE: False MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 CORR_THRESHOLD: 0.95 STANDARDIZATION: True