Commit Graph

170 Commits (master)

Author SHA1 Message Date
junos ca85131ed2 Use refactored methods. 2023-07-03 21:18:15 +02:00
junos c688580fe8 Increment answers separately if needed. 2023-07-03 21:01:15 +02:00
junos ef26772038 Add SAM question IDs. 2023-07-03 20:38:20 +02:00
junos 64c05ec5ec Fix COPE question IDs. 2023-07-03 20:27:33 +02:00
junos 9a87a0a34a Add instructions to export. 2023-07-03 19:19:10 +02:00
junos e3be17e56e Export COPE data. 2023-07-03 18:33:28 +02:00
junos 5c0e2e2621 Export SAM data. 2023-07-03 18:25:40 +02:00
junos 1b77fb119c Fix an error introduced in ae2ca63bc4. 2023-07-03 17:17:56 +02:00
junos ae2ca63bc4 Define QUESTIONNAIRE IDs and use them.
Clean up docstrings.
2023-07-03 17:09:40 +02:00
junos 96bbe32f56 Add statistics for some scales. 2023-07-03 14:50:35 +02:00
junos 7b0c0037f7 Add an old script to test JCQ reversal. 2023-07-03 14:23:55 +02:00
junos db06584ddd Improve removal of "medium" class. 2023-05-31 22:46:49 +02:00
junos 112d968715 Add baseline features. 2023-05-31 22:25:39 +02:00
junos 9cc6bf7c21 Add PCA for composite target. 2023-05-31 21:12:21 +02:00
junos 78807b941c Add analysis for composite score of stress. 2023-05-31 21:00:55 +02:00
junos aca84b214d Small corrections. 2023-05-19 03:19:42 +02:00
junos aa13123136 Handle clustering classification the same as other classification models again. 2023-05-19 03:04:09 +02:00
junos c51e0da0f7 Handle clustering classification the same as other classification models. 2023-05-19 02:52:56 +02:00
junos 70232949c3 Better handling of "medium" category. 2023-05-19 01:10:30 +02:00
junos 8a9595c615 Better handling of input filename again. 2023-05-18 22:53:58 +02:00
junos 045b9fa0dc Better handling of input filename. 2023-05-18 19:03:53 +02:00
junos bb4445f1a8 Add bins to output filename. 2023-05-18 18:58:19 +02:00
junos fa45b30955 Set output path programmatically. 2023-05-18 18:40:54 +02:00
junos b756ed5feb Set more parameters as user-specified constants. 2023-05-18 18:06:32 +02:00
junos cad28c3fe8 Set path programmatically. 2023-05-18 16:36:46 +02:00
junos 38a405d378 Add index when inserting one row. 2023-05-17 18:13:20 +02:00
junos 2c5a0b4157 Label plot axes. 2023-05-17 16:32:27 +02:00
junos a7446cc34a Specify columns to aggregate and save figures as pdfs. 2023-05-16 17:05:43 +02:00
junos 9417a1b9f1 Do not break markdown lines. 2023-05-16 16:37:34 +02:00
junos 26c7d22b83 Add an option to save figures. 2023-05-16 16:17:06 +02:00
junos 3091328fc5 Format comments. 2023-05-11 16:51:38 +02:00
junos 055e87dbac Return scores for classification. 2023-05-10 23:51:12 +02:00
junos f58d20ffc2 Update classification runner. 2023-05-10 23:17:44 +02:00
junos 075fdab9ea Select segment and save results. 2023-05-10 23:00:03 +02:00
junos b505fb2b6a Thoroughly refactor regression runner. 2023-05-10 20:30:51 +02:00
junos cd5d8b6a10 Update rapids and add regex=True.
Reformat debug_heatmap.
2023-05-10 15:12:27 +02:00
junos 3e38b64b45 Merge branch 'ml_pipeline' 2023-05-10 15:02:17 +02:00
junos c66e046014 Use methods in helper.py. 2023-04-21 21:41:00 +02:00
junos 48118f125d Reformat ml_pipeline_regression.py 2023-04-21 21:34:54 +02:00
Primoz 865225994b Added testing section after feature selection. 2023-04-20 13:29:14 +02:00
Primoz 0594993133 Add GroupKFold to feature selection CV. Start with generic metric calculation procedure. 2023-04-20 11:20:26 +02:00
Primoz 1cbc743cf7 Add kBest method to initially filter out the worst performing features. Update comments. 2023-04-20 10:12:16 +02:00
Primoz ce13a9e13b Implement feature selection method which is used in ML pipeline. 2023-04-19 15:56:34 +02:00
Primoz 8a532fa95a Add a ML pipeline script to develop a whole pipeline. 2023-02-23 10:41:36 +01:00
Primoz ef12f64fe5 Add feature selection Class skeleton. 2023-02-20 11:51:34 +01:00
Primoz 63741c3627 Add feature selection pipeline script with initail plan. 2023-02-15 12:27:39 +01:00
Primoz 806ca1b37d Added excel intermediate scores file 2023-02-06 14:02:24 +01:00
Primoz d06da18c26 Fix error with method name. 2023-02-06 11:54:54 +01:00
Primoz 93a34986d9 Comment code sections and change to pd.concatinate method. 2023-02-06 11:31:21 +01:00
Primoz 08e81610a9 Fix method params 2023-02-06 11:21:17 +01:00