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Config changes

notes
Primoz 2022-09-27 07:48:32 +00:00
parent d9a574c550
commit 5c7bb0f4c1
1 changed files with 8 additions and 7 deletions
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15
config.yaml
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@ -648,7 +648,7 @@ HEATMAP_FEATURE_CORRELATION_MATRIX:
ALL_CLEANING_INDIVIDUAL: ALL_CLEANING_INDIVIDUAL:
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: True COMPUTE: False
IMPUTE_SELECTED_EVENT_FEATURES: IMPUTE_SELECTED_EVENT_FEATURES:
COMPUTE: False COMPUTE: False
MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
@ -668,11 +668,12 @@ ALL_CLEANING_INDIVIDUAL:
COMPUTE: False COMPUTE: False
TYPE: zero # options: zero, mean, median or k-nearest TYPE: zero # options: zero, mean, median or k-nearest
MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN COLS_NAN_THRESHOLD: 0.9 # set to 1 remove only columns that contains all NaN
COLS_VAR_THRESHOLD: True COLS_VAR_THRESHOLD: True
ROWS_NAN_THRESHOLD: 1 # set to 1 to disable ROWS_NAN_THRESHOLD: 0.7 # set to 1 to disable
DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES PHONE_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 PHONE_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
EMPATICA_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
DROP_HIGHLY_CORRELATED_FEATURES: DROP_HIGHLY_CORRELATED_FEATURES:
COMPUTE: True COMPUTE: True
MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
@ -706,8 +707,8 @@ ALL_CLEANING_OVERALL:
COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN
COLS_VAR_THRESHOLD: True COLS_VAR_THRESHOLD: True
ROWS_NAN_THRESHOLD: 1 # 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 PHONE_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 PHONE_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
DROP_HIGHLY_CORRELATED_FEATURES: DROP_HIGHLY_CORRELATED_FEATURES:
COMPUTE: True COMPUTE: True
MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5