junos
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78807b941c
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Add analysis for composite score of stress.
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2023-05-31 21:00:55 +02:00 |
|
junos
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a9af113c9c
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Add confusion matrices for all methods.
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2023-05-31 17:41:50 +02:00 |
|
junos
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97113fe9ab
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Sum up confusion matrix and illustrate use with dummy.
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2023-05-31 17:27:49 +02:00 |
|
junos
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bc78a1d498
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Define a confusion matrix scorer.
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2023-05-31 16:05:39 +02:00 |
|
junos
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aca84b214d
|
Small corrections.
|
2023-05-19 03:19:42 +02:00 |
|
junos
|
aa13123136
|
Handle clustering classification the same as other classification models again.
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2023-05-19 03:04:09 +02:00 |
|
junos
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c51e0da0f7
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Handle clustering classification the same as other classification models.
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2023-05-19 02:52:56 +02:00 |
|
junos
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a2401b5e36
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Add multiclass scoring.
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2023-05-19 01:34:34 +02:00 |
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junos
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70232949c3
|
Better handling of "medium" category.
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2023-05-19 01:10:30 +02:00 |
|
junos
|
8a9595c615
|
Better handling of input filename again.
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2023-05-18 22:53:58 +02:00 |
|
junos
|
045b9fa0dc
|
Better handling of input filename.
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2023-05-18 19:03:53 +02:00 |
|
junos
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bb4445f1a8
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Add bins to output filename.
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2023-05-18 18:58:19 +02:00 |
|
junos
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1318ae3609
|
Rename methods to make them consistent with regression methods.
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2023-05-18 18:55:31 +02:00 |
|
junos
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45441c288d
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Correct column name.
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2023-05-18 18:47:56 +02:00 |
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junos
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fa45b30955
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Set output path programmatically.
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2023-05-18 18:40:54 +02:00 |
|
junos
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2336edffb6
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Retain metric names in final scores.
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2023-05-18 18:40:06 +02:00 |
|
junos
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b756ed5feb
|
Set more parameters as user-specified constants.
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2023-05-18 18:06:32 +02:00 |
|
junos
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cad28c3fe8
|
Set path programmatically.
|
2023-05-18 16:36:46 +02:00 |
|
junos
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38a405d378
|
Add index when inserting one row.
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2023-05-17 18:13:20 +02:00 |
|
junos
|
2c5a0b4157
|
Label plot axes.
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2023-05-17 16:32:27 +02:00 |
|
junos
|
0409c9e982
|
Fix format specification.
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2023-05-16 17:22:09 +02:00 |
|
junos
|
a7446cc34a
|
Specify columns to aggregate and save figures as pdfs.
|
2023-05-16 17:05:43 +02:00 |
|
junos
|
118e686491
|
Specify format directly as infer_datetime_format was deprecated.
|
2023-05-16 17:04:48 +02:00 |
|
junos
|
9417a1b9f1
|
Do not break markdown lines.
|
2023-05-16 16:37:34 +02:00 |
|
junos
|
7b5db88f1d
|
Remove and ignore results.
|
2023-05-16 16:22:29 +02:00 |
|
junos
|
0f8f0b0fb6
|
Update URL call.
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2023-05-16 16:17:53 +02:00 |
|
junos
|
26c7d22b83
|
Add an option to save figures.
|
2023-05-16 16:17:06 +02:00 |
|
junos
|
87781840d4
|
Use concat instead of append which was deprecated.
|
2023-05-12 16:32:08 +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
|
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
|
47b1ecdbb9
|
First format with black and then check with flake8.
|
2023-05-10 15:29:32 +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
|
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
|
76071fd550
|
Start using pre-commit hooks.
|
2023-04-24 15:38:54 +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 |
|
junos
|
583ee82e80
|
Add xgboost to dependencies and reformat helper.py.
|
2023-04-21 21:33:06 +02:00 |
|
junos
|
59552c18a9
|
Update python to 3.11.
|
2023-04-21 18:08:54 +02:00 |
Primoz
|
26804cf8ea
|
Repair preprocessing one hot encoding of test set.
|
2023-04-21 13:24:31 +02:00 |
|
Primoz
|
865225994b
|
Added testing section after feature selection.
|
2023-04-20 13:29:14 +02:00 |
|
Primoz
|
259be708aa
|
Improve the feature selection method with validations etc.
|
2023-04-20 13:26:20 +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 |