Providing a Prettier Confusion Matrix for your Command Line
Project description
presentable
Providing a Prettier Confusion Matrix for your Command Line
Installation
presentable is available on PyPI. Install it with pip install presentable.
Usage
presentable is a drop in replacement from sklearn.metrics.confusion_matrix that just includes some nice formatting and only ever prints to the terminal, helpful on remote hardware accessible only from the CLI.
>>> confusion_matrix(gtr, pred, tabulate_args={"tablefmt":"github","floatfmt":".2f"},sklearn_args={"normalize":"all"})
| Truth\Model | cat | dog |
|---------------|-------|-------|
| cat | 0.17 | 0.17 |
| dog | 0.33 | 0.33 |
tabulate_args and sklearn_args are optional dictionaries to specify additional configurations arguments for tabulate and sklearn's confusion_matrix. Check the tabulate documentation and sklearn documentation for a list of which args are supported.
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