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More metrics for the ClassifierStudy #59

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bcebere opened this issue Jan 12, 2023 · 0 comments · Fixed by #62
Closed

More metrics for the ClassifierStudy #59

bcebere opened this issue Jan 12, 2023 · 0 comments · Fixed by #62

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@bcebere
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bcebere commented Jan 12, 2023

related to #57
@bcebere bcebere mentioned this issue Jan 25, 2023
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bcebere added a commit that referenced this issue Jan 26, 2023
@bcebere
Evaluators: improved documentation and more metrics (#62)
bd2a96b 
## Description
 - Improve docs
 -  Add multiple metrics for the classifier evaluation 
```python
[
     "aucroc",
     "aucprc",
     "accuracy",
     "f1_score_micro",
     "f1_score_macro",
     "f1_score_weighted",
     "kappa",
     "precision_micro",
     "precision_macro",
     "precision_weighted",
     "recall_micro",
     "recall_macro",
     "recall_weighted",
     "mcc",
 ]
```
- Add "mse" and "mae" metrics for regression.

fixes #59
fixes #61
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Evaluators: improved documentation and more metrics vanderschaarlab/autoprognosis
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