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spaCy/website/docs/api
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Adriane Boyd 420b1d854b
Update textcat scorer threshold behavior (#11696) 
* Update textcat scorer threshold behavior

For `textcat` (with exclusive classes) the scorer should always use a
threshold of 0.0 because there should be one predicted label per doc and
the numeric score for that particular label should not matter.

* Rename to test_textcat_multilabel_threshold

* Remove all uses of threshold for multi_label=False

* Update Scorer.score_cats API docs

* Add tests for score_cats with thresholds

* Update textcat API docs

* Fix types

* Convert threshold back to float

* Fix threshold type in docstring

* Improve formatting in Scorer API docs
2022-11-02 15:35:04 +01:00
..
architectures.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
attributeruler.md Document scorers in registry and components from #8766 (#8929) 2021-08-12 12:50:03 +02:00
attributes.md Add API docs for token attribute symbols (#10836) 2022-06-23 08:16:38 +02:00
cli.md Fix issues with DVC commands (#11592) 2022-10-18 15:11:39 +09:00
coref.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
corpus.md Remove NBSP's across tables in the docs (#10842) 2022-05-25 09:48:39 +02:00
cython-classes.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
cython-structs.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
cython.md Update docs [ci skip] 2020-09-12 17:05:10 +02:00
data-formats.md adding spans to doc_annotation in Example.to_dict (#11261) 2022-08-05 12:26:38 +02:00
dependencymatcher.md add additional REL_OP (#10371) 2022-07-27 13:16:44 +02:00
dependencyparser.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
doc.md Remove side effects from Doc.__init__() (#11506) 2022-09-26 15:58:21 +02:00
docbin.md Fix point typo on docbin docs (#9097) 2021-08-31 10:55:44 +02:00
edittreelemmatizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
entitylinker.md Refactor KB for easier customization (#11268) 2022-09-08 10:38:07 +02:00
entityrecognizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
entityruler.md Add SpanRuler component (#9880) 2022-06-02 13:12:53 +02:00
example.md more explicit Example constructor example (#11489) 2022-09-16 09:26:33 +02:00
index.md Update v3 docs 2020-07-03 16:48:21 +02:00
kb_in_memory.md fix docs (#11573) 2022-10-03 17:01:04 +02:00
kb.md Refactor KB for easier customization (#11268) 2022-09-08 10:38:07 +02:00
language.md Update docs to reflect Doc input to Language (#11555) 2022-09-29 18:50:29 +09:00
legacy.md Add ConsoleLogger.v2 (#11214) 2022-08-29 10:23:05 +02:00
lemmatizer.md Switch ru and uk lemmatizers to pymorphy3 (#11345) 2022-08-22 11:27:14 +02:00
lexeme.md fix 's typo's across code base (#8384) 2021-06-15 10:57:08 +02:00
lookups.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
matcher.md fix docs (#11123) 2022-07-24 17:16:36 +09:00
morphologizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
morphology.md Document Assigned Attributes of Pipeline Components (#9041) 2021-09-01 12:09:39 +02:00
phrasematcher.md 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
pipe.md Document scorers in registry and components from #8766 (#8929) 2021-08-12 12:50:03 +02:00
pipeline-functions.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
scorer.md Update textcat scorer threshold behavior (#11696) 2022-11-02 15:35:04 +01:00
sentencerecognizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
sentencizer.md Update overwrite and scorer in API docs (#9384) 2021-10-11 10:35:07 +02:00
span-resolver.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
span.md Add SpanRuler component (#9880) 2022-06-02 13:12:53 +02:00
spancategorizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
spangroup.md SpanGroup(s)-related optimizations (#11380) 2022-08-31 09:03:20 +02:00
spanruler.md the 'new' indicator wants a 'number' (#10997) 2022-06-21 22:01:16 +02:00
stringstore.md Fix misspelt keyword in StringStore example 2022-05-29 10:49:19 +01:00
tagger.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
textcategorizer.md Update textcat scorer threshold behavior (#11696) 2022-11-02 15:35:04 +01:00
tok2vec.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
token.md token.md: Fix documentation of Token.ancestors (#10917) 2022-06-06 14:32:36 +09:00
tokenizer.md Add tokenizer option to allow Matcher handling for all rules (#10452) 2022-03-24 13:21:32 +01:00
top-level.md Add docs for the spacy.models_and_pipes_with_nvtx_range.v1 callback (#11463) 2022-09-09 10:46:01 +02:00
transformer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
vectors.md Docs for v3.3 (#10628) 2022-04-28 14:09:35 +02:00
vocab.md Add vector deduplication (#10551) 2022-03-30 08:54:23 +02:00