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fix type in docs
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@ -314,6 +314,9 @@ class Scorer:
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getter (Callable[[Doc, str], Iterable[Span]]): Defaults to getattr. If
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provided, getter(doc, attr) should return the spans for the
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individual doc.
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has_annotation (Optional[Callable[[Doc], bool]]) should return whether a `Doc`
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has annotation for this `attr`. Docs without annotation are skipped for
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scoring purposes.
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RETURNS (Dict[str, Any]): A dictionary containing the PRF scores under
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the keys attr_p/r/f and the per-type PRF scores under attr_per_type.
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@ -324,7 +327,7 @@ class Scorer:
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for example in examples:
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pred_doc = example.predicted
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gold_doc = example.reference
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# Option to handle docs without sents
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# Option to handle docs without annotation for this attribute
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if has_annotation is not None:
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if not has_annotation(gold_doc):
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continue
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@ -137,14 +137,14 @@ Returns PRF scores for labeled or unlabeled spans.
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> print(scores["ents_f"])
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> ```
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| Name | Description |
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| ---------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| `examples` | The `Example` objects holding both the predictions and the correct gold-standard annotations. ~~Iterable[Example]~~ |
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| `attr` | The attribute to score. ~~str~~ |
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| _keyword-only_ | |
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| `getter` | Defaults to `getattr`. If provided, `getter(doc, attr)` should return the `Span` objects for an individual `Doc`. ~~Callable[[Doc, str], Iterable[Span]]~~ |
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| `has_annotation` | Defaults to `None`. If provided, `has_annotation(doc)` should return whether a `Doc` has annotation for this `attr`. Docs without annotation are skipped for scoring purposes. ~~str~~ |
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| **RETURNS** | A dictionary containing the PRF scores under the keys `{attr}_p`, `{attr}_r`, `{attr}_f` and the per-type PRF scores under `{attr}_per_type`. ~~Dict[str, Union[float, Dict[str, float]]]~~ |
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| Name | Description |
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| ---------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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| `examples` | The `Example` objects holding both the predictions and the correct gold-standard annotations. ~~Iterable[Example]~~ |
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| `attr` | The attribute to score. ~~str~~ |
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| _keyword-only_ | |
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| `getter` | Defaults to `getattr`. If provided, `getter(doc, attr)` should return the `Span` objects for an individual `Doc`. ~~Callable[[Doc, str], Iterable[Span]]~~ |
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| `has_annotation` | Defaults to `None`. If provided, `has_annotation(doc)` should return whether a `Doc` has annotation for this `attr`. Docs without annotation are skipped for scoring purposes. ~~Optional[Callable[[Doc], bool]]~~ |
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| **RETURNS** | A dictionary containing the PRF scores under the keys `{attr}_p`, `{attr}_r`, `{attr}_f` and the per-type PRF scores under `{attr}_per_type`. ~~Dict[str, Union[float, Dict[str, float]]]~~ |
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## Scorer.score_deps {#score_deps tag="staticmethod" new="3"}
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