Commit Graph

25 Commits (9cc6bf7c21743a98941627432167cfc27e3d93c7)

Author SHA1 Message Date
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 3091328fc5 Format comments. 2023-05-11 16:51:38 +02:00
junos f58d20ffc2 Update classification runner. 2023-05-10 23:17:44 +02:00
Primoz 6a98c8cdcf Prepare scripts for feature importance analysis. 2023-01-19 16:20:43 +01:00
Primoz d263b32564 Temp: remove stratified logo from ml pipeline. 2023-01-19 09:26:55 +01:00
junos 72fdd9c5ec Use stratified downsampling.
And run all models with a method from machine_learning.helper.
2023-01-04 21:48:37 +01:00
junos b0b9edccc4 Unhide jupyter code cells and outputs. 2023-01-04 21:25:12 +01:00
Primoz 339142ff31 Add expl stress event script and other changes. 2022-12-21 15:02:25 +01:00
Primoz a61ab9ee51 Add feature importance check. 2022-12-15 16:43:13 +01:00
Primoz 164d12ed2f Add undersampling method (with on/off parameter). 2022-12-13 17:01:46 +01:00
Primoz 78b6e7fa07 Remove unused imports from ML pipeline scripts. 2022-12-09 13:53:16 +01:00
Primoz 6507b053c5 Add StrtifiedKFold with shuffling as a default CV method. 2022-12-09 13:46:13 +01:00
Primoz cf0e4f89be Test nonstandardized data with regular classification pipeline. 2022-11-29 14:06:06 +01:00
Primoz 7504aa34cf Add additional categorical features (uncomment). 2022-11-28 13:42:46 +01:00
Primoz 218b684514 Automize clustering classification logic and add parameters at the begining of the scripts. General changes and improvements. 2022-11-24 16:12:20 +01:00
Primoz ddde80b421 Add classification with clustering ml pipeline script. 2022-11-24 09:24:13 +01:00
Primoz 7afef5582f Add TEMP lime_survey cols 2022-11-22 14:44:33 +01:00
Primoz 183758cd37 Improve general ml classification pipeline script. 2022-11-22 14:31:49 +01:00
Primoz 40029a8205 Add a script for ml classification pipeline. 2022-11-21 14:47:19 +01:00