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@ -47,7 +47,7 @@ Update the evaluation scores from a single [`Doc`](/api/doc) /
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## Properties
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| Name | Type | Description |
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| --------------------------------------------------- | ----- | ---------------------------------------------------------------------------------------------------------- |
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| --------------------------------------------------- | ----- | -------------------------------------------------------------------------------------- |
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| `token_acc` | float | Tokenization accuracy. |
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| `tags_acc` | float | Part-of-speech tag accuracy (fine grained tags, i.e. `Token.tag`). |
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| `uas` | float | Unlabelled dependency score. |
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@ -57,7 +57,7 @@ Update the evaluation scores from a single [`Doc`](/api/doc) /
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| `ents_f` | float | Named entity accuracy (F-score). |
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| `ents_per_type` <Tag variant="new">2.1.5</Tag> | dict | Scores per entity label. Keyed by label, mapped to a dict of `p`, `r` and `f` scores. |
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| `textcat_f` <Tag variant="new">3.0</Tag> | float | F-score on positive label for binary classification, macro-averaged F-score otherwise. |
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| `textcat_auc` <Tag variant="new"3.0</Tag> | float | Macro-averaged AUC ROC score for multilabel classification (`-1` if undefined). |
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| `textcat_auc` <Tag variant="new">3.0</Tag> | float | Macro-averaged AUC ROC score for multilabel classification (`-1` if undefined). |
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| `textcats_f_per_cat` <Tag variant="new">3.0</Tag> | dict | F-scores per textcat label, keyed by label. |
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| `textcats_auc_per_cat` <Tag variant="new">3.0</Tag> | dict | ROC AUC scores per textcat label, keyed by label. |
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| `las_per_type` <Tag variant="new">2.2.3</Tag> | dict | Labelled dependency scores, keyed by label. |
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