Commit Graph

13 Commits (cad28c3fe8ea46d1e3b81281b0cadf8d83a0a849)

Author SHA1 Message Date
junos 91e7352480 Thoroughly refactor classification runner. 2023-05-10 22:50:00 +02:00
junos 35c09374dd Free up memory during model building. 2023-05-10 21:44:40 +02:00
junos b505fb2b6a Thoroughly refactor regression runner. 2023-05-10 20:30:51 +02:00
junos 24744c288d Extract one step of preparation into a separate function. 2023-05-10 15:28:09 +02:00
junos caeaf03239 Provide data instead of csv input. 2023-05-10 15:20:33 +02:00
junos c66e046014 Use methods in helper.py. 2023-04-21 21:41:00 +02:00
junos 583ee82e80 Add xgboost to dependencies and reformat helper.py. 2023-04-21 21:33:06 +02:00
junos 852e17afbe Define classification models method. 2022-12-08 10:00:14 +01:00
junos 8131626c4a Include more metrics in regression helper methods. 2022-12-07 21:25:05 +01:00
junos 389198b17f Prepare data in a separate step.
Change categorical features.
2022-11-16 19:34:18 +01:00
junos c462d55096 Update function with imputation already handled. 2022-11-16 18:18:12 +01:00
junos a5c09a292f Move function to helper.py 2022-11-16 18:13:30 +01:00
junos 20748890a8 Further refactor by moving helper functions. 2021-09-15 15:14:54 +02:00