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add explanation about overwriting behaviour (#12464)
* add explanation about overwriting behaviour * Update website/docs/api/spancategorizer.mdx Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com> * Update website/docs/api/spancategorizer.mdx Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com> * Update website/docs/api/spancategorizer.mdx Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com> * format --------- Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
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@ -20,8 +20,9 @@ output class probabilities are independent for each class. However, if you need
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to predict at most one true class for a span, then use `spancat_singlelabel`. It
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to predict at most one true class for a span, then use `spancat_singlelabel`. It
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uses a `Softmax` layer and treats the task as a multi-class problem.
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uses a `Softmax` layer and treats the task as a multi-class problem.
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Predicted spans will be saved in a [`SpanGroup`](/api/spangroup) on the doc.
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Predicted spans will be saved in a [`SpanGroup`](/api/spangroup) on the doc
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Individual span scores can be found in `spangroup.attrs["scores"]`.
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under `doc.spans[spans_key]`, where `spans_key` is a component config setting.
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Individual span scores are stored in `doc.spans[spans_key].attrs["scores"]`.
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## Assigned Attributes {id="assigned-attributes"}
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## Assigned Attributes {id="assigned-attributes"}
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@ -29,7 +30,9 @@ Predictions will be saved to `Doc.spans[spans_key]` as a
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[`SpanGroup`](/api/spangroup). The scores for the spans in the `SpanGroup` will
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[`SpanGroup`](/api/spangroup). The scores for the spans in the `SpanGroup` will
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be saved in `SpanGroup.attrs["scores"]`.
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be saved in `SpanGroup.attrs["scores"]`.
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`spans_key` defaults to `"sc"`, but can be passed as a parameter.
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`spans_key` defaults to `"sc"`, but can be passed as a parameter. The `spancat`
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component will overwrite any existing spans under the spans key
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`doc.spans[spans_key]`.
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| Location | Value |
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| Location | Value |
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| -------------------------------------- | -------------------------------------------------------- |
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| -------------------------------------- | -------------------------------------------------------- |
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