From 1efb8e311200fb27e667e83a9bba3940ccd02f8a Mon Sep 17 00:00:00 2001 From: junos Date: Wed, 19 Jan 2022 13:41:09 +0100 Subject: [PATCH] Clean features across participants. Explore the best linear regression feature. --- config.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/config.yaml b/config.yaml index 88bd3c9c..2817cba9 100644 --- a/config.yaml +++ b/config.yaml @@ -608,17 +608,17 @@ ALL_CLEANING_INDIVIDUAL: ALL_CLEANING_OVERALL: PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True IMPUTE_SELECTED_EVENT_FEATURES: COMPUTE: True MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable 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_RATIO_THRESHOLD: 0.5 # set to 0 to disable + DATA_YIELD_RATIO_THRESHOLD: 0.3 # 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