edsnlp.scorers.ner
ner_exact_scorer
Scores the extracted entities that may be overlapping or nested by looking in the spans returned by a given SpanGetter object.
Parameters
PARAMETER | DESCRIPTION |
---|---|
examples | The examples to score TYPE: |
span_getter | The span getter to use to extract the spans from the document TYPE: |
micro_key | The key to use to store the micro-averaged results for spans of all types TYPE: |
RETURNS | DESCRIPTION |
---|---|
Dict[str, Any] | |
ner_token_scorer
Scores the extracted entities that may be overlapping or nested by looking in doc.ents
, and doc.spans
, and comparing the predicted and gold entities at the TOKEN level.
Parameters
PARAMETER | DESCRIPTION |
---|---|
examples | The examples to score TYPE: |
span_getter | The span getter to use to extract the spans from the document TYPE: |
micro_key | The key to use to store the micro-averaged results for spans of all types TYPE: |
RETURNS | DESCRIPTION |
---|---|
Dict[str, Any] | |