Commit Graph

463 Commits (imputation_and_cleaning)

Author SHA1 Message Date
Primoz 244a053730 Change output files settings to nonstandardized. 2022-11-29 11:19:43 +00:00
Primoz be0324fd01 Fix some bugs and set categorical columns as categories dtypes. 2022-11-28 12:44:25 +00:00
Primoz 99c2fab8f9 Fix a bug in the making of the individual model (when there is no target in the participants columns). 2022-11-16 09:50:18 +00:00
Primoz 286de93bfd Fix some bugs and extend ERS and cleaning scripts with multiple stress event targets logic. 2022-11-15 11:21:51 +00:00
Primoz ab803ee49c Add additional appraisal targets. 2022-11-15 10:14:07 +00:00
Primoz 621f11b2d9 Fix a bug related to wrong user input (duplicated events). 2022-11-15 09:53:31 +00:00
Primoz bd41f42a5d Rename target_ to segmenting_ method. 2022-11-14 15:07:36 +00:00
Primoz a543ce372f Add comments for event_related_script understanding. 2022-11-14 15:04:16 +00:00
Primoz 74b454b07b Apply changes to string answers to make them language-generic. 2022-11-11 09:15:12 +00:00
Primoz 6ebe83e47e Improve the ERS extract method with a couple of validations. 2022-11-10 12:42:52 +00:00
Primoz e4985c9121 Override stressfulness event target with extracted values from csv. 2022-11-10 10:29:11 +00:00
Primoz a668b6e8da Extract ERS and stress event targets to csv files (completed). 2022-11-10 09:37:27 +00:00
Primoz 9199b53ded Get, join and start processing required ERS stress event data. 2022-11-09 15:11:51 +00:00
Primoz f3c6a66da9 Begin with stress events in the ERS script. 2022-11-08 15:53:43 +00:00
Primoz 0b3e9226b3 Make small corrections in ERS file. 2022-11-08 14:44:24 +00:00
Primoz 2d83f7ddec Begin the ERS logic for 90-minutes events. 2022-11-08 11:32:05 +00:00
Primoz 9f441afc16 Begin ERS logic for 90-minutes events. 2022-11-04 15:09:04 +00:00
Primoz 62f46ea376 Prepare method-based logic for ERS generating. 2022-11-04 09:11:53 +00:00
Primoz eefa9f3f4d Add new target: stressfulness_event. 2022-11-03 14:49:54 +00:00
Primoz 5e8174dd41 Add new target: stressfulness_period. 2022-11-03 13:52:45 +00:00
Primoz 35c1a762e7 Improve filtering by esm_session and device_id. 2022-11-03 13:51:18 +00:00
Primoz 02264b21fd Add logic for target selection in ERS processing. 2022-11-03 09:30:12 +00:00
Primoz 0ce8723bdb Extend imputation logic within the cleaning script. 2022-11-02 14:01:21 +00:00
Primoz 30b38bfc02 Fix the generating procedure of ERS file for participants with multiple devices. 2022-10-28 09:00:13 +00:00
Primoz 3c0585a566 Remove obsolete comments. 2022-10-27 14:12:56 +00:00
Primoz 6b487fcf7b Set E4 data yield to 1 if it is over 1. Optimize E4 data_yield script. 2022-10-27 14:11:42 +00:00
Primoz 5d17c92e54 Merge branch 'imputation_and_cleaning' of https://repo.ijs.si/junoslukan/rapids into imputation_and_cleaning 2022-10-26 14:18:20 +00:00
Primoz a31fdd1479 Start to test empatica_data_yield precieved error. 2022-10-26 14:18:08 +00:00
Primoz da0a4596f8 Add additional ESM processing logic for ERS csv extraction. 2022-10-26 14:16:25 +00:00
Primoz d4d74818e6 Fix a bug - missing time_segment column when df is empty 2022-10-26 14:14:32 +00:00
Primoz 14ff59914b Fix to correct dtypes. 2022-10-26 09:59:46 +00:00
Primoz 6ab0ac5329 Optimize memory consumption with dtype definition while reading csv file. 2022-10-26 09:57:26 +00:00
Primoz 0d143e6aad Merge branch 'imputation_and_cleaning' of https://repo.ijs.si/junoslukan/rapids into imputation_and_cleaning 2022-10-25 15:28:27 +00:00
Primoz 8acac50125 Add safenet when features dataframe is empty. 2022-10-25 15:26:43 +00:00
Primoz b92a3aa37a Remove unwanted output or other error producing code. 2022-10-25 15:25:22 +00:00
Primoz bfd637eb9c Improve strings formatting in straw_events file. 2022-10-25 08:53:44 +00:00
Primoz cea451d344 Merge branch 'imputation_and_cleaning' of https://repo.ijs.si/junoslukan/rapids into imputation_and_cleaning 2022-10-18 09:15:06 +00:00
Primoz e88bbd548f Add new daily segment and filter by segment in the cleaning script. 2022-10-18 09:15:00 +00:00
Primoz cf38d9f175 Implement ERS generating logic. 2022-10-17 15:07:33 +00:00
Primoz 9baff159cd Changes needed for testing and starting of the Event-Related Segments. 2022-10-12 15:51:23 +00:00
Primoz 0f21273508 Bugs fix 2022-10-12 12:32:51 +00:00
Primoz 55517eb737 Necessary commit before proceeding. 2022-10-12 12:23:11 +00:00
Primoz de15a52dba Bug fix 2022-10-11 08:36:23 +00:00
Primoz 1ad25bb572 Few modifications of some imputation values in cleaning script and feature extraction. 2022-10-11 08:26:17 +00:00
Primoz 2dc89c083c Small changes in cleaning overall 2022-10-07 08:52:12 +00:00
Primoz 001d400729 Clean features and create input files based on all possible targets. 2022-10-06 14:28:12 +00:00
Primoz 1e38d9bf1e Standardization and correlation visualization in overall cleaning script. 2022-10-06 13:27:38 +00:00
Primoz a34412a18d E4 data yield corrections. Changes in overal cs - standardization. 2022-10-05 14:16:55 +00:00
Primoz 437459648f Errors fix: individual script - treat participants missing data. 2022-10-05 13:35:05 +00:00
Primoz 53f6cc60d5 Config and cleaning script necessary changes ... 2022-10-03 13:06:39 +00:00