From 5c7bb0f4c14ab4413ed3682268bb7e65ac56fc83 Mon Sep 17 00:00:00 2001 From: Primoz Date: Tue, 27 Sep 2022 07:48:32 +0000 Subject: [PATCH] Config changes --- config.yaml | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/config.yaml b/config.yaml index 3e6d43bd..4f3e908d 100644 --- a/config.yaml +++ b/config.yaml @@ -648,7 +648,7 @@ HEATMAP_FEATURE_CORRELATION_MATRIX: ALL_CLEANING_INDIVIDUAL: PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False IMPUTE_SELECTED_EVENT_FEATURES: COMPUTE: False MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 @@ -668,11 +668,12 @@ ALL_CLEANING_INDIVIDUAL: COMPUTE: False TYPE: zero # options: zero, mean, median or k-nearest 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 - 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_RATIO_THRESHOLD: 0 # set to 0 to disable + ROWS_NAN_THRESHOLD: 0.7 # set to 1 to disable + PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + 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: COMPUTE: True 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_VAR_THRESHOLD: True 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_RATIO_THRESHOLD: 0 # set to 0 to disable + PHONE_DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + PHONE_DATA_YIELD_RATIO_THRESHOLD: 0 # set to 0 to disable DROP_HIGHLY_CORRELATED_FEATURES: COMPUTE: True MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5