binary/multi-class/multi-label statistics #966
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| """ | ||
| Computes the number of true negative, false positive, | ||
| false negative, true negative and support | ||
| for a binary classification problem for a given label. |
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[pep8] reported by reviewdog 🐶
DAR101 Missing parameter(s) in Docstring: - label
| """ | ||
| Computes the number of true negative, false positive, | ||
| false negative, true negative and support | ||
| for a multi-class classification problem. |
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[pep8] reported by reviewdog 🐶
DAR101 Missing parameter(s) in Docstring: - argmax_dim
| """ | ||
| Computes the number of true negative, false positive, | ||
| false negative, true negative and support | ||
| for a multi-class classification problem. |
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[pep8] reported by reviewdog 🐶
DAR101 Missing parameter(s) in Docstring: - num_classes
catalyst/metrics/functional.py
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| support = torch.zeros((num_classes,), device=outputs.device) | ||
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| for class_index in range(num_classes): | ||
| outputs_ = outputs[..., class_index] |
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[pep8] reported by reviewdog 🐶
WPS120 Found regular name with trailing underscore: outputs_
catalyst/metrics/functional.py
Outdated
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| for class_index in range(num_classes): | ||
| outputs_ = outputs[..., class_index] | ||
| targets_ = targets[..., class_index] |
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[pep8] reported by reviewdog 🐶
WPS120 Found regular name with trailing underscore: targets_
| ), | ||
| ], | ||
| ) | ||
| def test_get_binary_statistics( |
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[pep8] reported by reviewdog 🐶
D103 Missing docstring in public function
| ), | ||
| ], | ||
| ) | ||
| def test_get_multiclass_statistics( |
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[pep8] reported by reviewdog 🐶
D103 Missing docstring in public function
| ), | ||
| ], | ||
| ) | ||
| def test_get_multilabel_statistics( |
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[pep8] reported by reviewdog 🐶
D103 Missing docstring in public function
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