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 |
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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 |
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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 |
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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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1318ae3609
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Rename methods to make them consistent with regression methods.
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2023-05-18 18:55:31 +02:00 |
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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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2336edffb6
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Retain metric names in final scores.
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2023-05-18 18:40:06 +02:00 |
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junos
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91e7352480
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Thoroughly refactor classification runner.
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2023-05-10 22:50:00 +02:00 |
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junos
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35c09374dd
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Free up memory during model building.
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2023-05-10 21:44:40 +02:00 |
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junos
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b505fb2b6a
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Thoroughly refactor regression runner.
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2023-05-10 20:30:51 +02:00 |
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junos
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24744c288d
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Extract one step of preparation into a separate function.
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2023-05-10 15:28:09 +02:00 |
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junos
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caeaf03239
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Provide data instead of csv input.
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2023-05-10 15:20:33 +02:00 |
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junos
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c66e046014
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Use methods in helper.py.
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2023-04-21 21:41:00 +02:00 |
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junos
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583ee82e80
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Add xgboost to dependencies and reformat helper.py.
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2023-04-21 21:33:06 +02:00 |
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junos
|
852e17afbe
|
Define classification models method.
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2022-12-08 10:00:14 +01:00 |
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junos
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8131626c4a
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Include more metrics in regression helper methods.
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2022-12-07 21:25:05 +01:00 |
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junos
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389198b17f
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Prepare data in a separate step.
Change categorical features.
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2022-11-16 19:34:18 +01:00 |
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junos
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c462d55096
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Update function with imputation already handled.
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2022-11-16 18:18:12 +01:00 |
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junos
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a5c09a292f
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Move function to helper.py
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2022-11-16 18:13:30 +01:00 |
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junos
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20748890a8
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Further refactor by moving helper functions.
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2021-09-15 15:14:54 +02:00 |