Config changes
parent
d9a574c550
commit
5c7bb0f4c1
15
config.yaml
15
config.yaml
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@ -648,7 +648,7 @@ HEATMAP_FEATURE_CORRELATION_MATRIX:
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ALL_CLEANING_INDIVIDUAL:
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ALL_CLEANING_INDIVIDUAL:
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PROVIDERS:
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PROVIDERS:
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RAPIDS:
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RAPIDS:
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COMPUTE: True
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COMPUTE: False
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IMPUTE_SELECTED_EVENT_FEATURES:
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IMPUTE_SELECTED_EVENT_FEATURES:
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COMPUTE: False
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COMPUTE: False
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MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
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MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
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@ -668,11 +668,12 @@ ALL_CLEANING_INDIVIDUAL:
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COMPUTE: False
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COMPUTE: False
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TYPE: zero # options: zero, mean, median or k-nearest
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TYPE: zero # options: zero, mean, median or k-nearest
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MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
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MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33
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COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN
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COLS_NAN_THRESHOLD: 0.9 # set to 1 remove only columns that contains all NaN
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COLS_VAR_THRESHOLD: True
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COLS_VAR_THRESHOLD: True
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ROWS_NAN_THRESHOLD: 1 # set to 1 to disable
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ROWS_NAN_THRESHOLD: 0.7 # set to 1 to disable
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DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES
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PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES
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DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
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PHONE_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
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EMPATICA_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
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DROP_HIGHLY_CORRELATED_FEATURES:
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DROP_HIGHLY_CORRELATED_FEATURES:
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COMPUTE: True
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COMPUTE: True
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MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
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MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
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@ -706,8 +707,8 @@ ALL_CLEANING_OVERALL:
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COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN
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COLS_NAN_THRESHOLD: 1 # set to 1 remove only columns that contains all NaN
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COLS_VAR_THRESHOLD: True
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COLS_VAR_THRESHOLD: True
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ROWS_NAN_THRESHOLD: 1 # set to 1 to disable
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ROWS_NAN_THRESHOLD: 1 # set to 1 to disable
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DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES
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PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES
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DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
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PHONE_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable
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DROP_HIGHLY_CORRELATED_FEATURES:
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DROP_HIGHLY_CORRELATED_FEATURES:
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COMPUTE: True
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COMPUTE: True
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MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
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MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5
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