Metrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Evaluation metrics, either in aggregate or about a specific entity.
Attributes | |
---|---|
Name | Description |
precision |
float
The calculated precision. |
recall |
float
The calculated recall. |
f1_score |
float
The calculated f1 score. |
predicted_occurrences_count |
int
The amount of occurrences in predicted documents. |
ground_truth_occurrences_count |
int
The amount of occurrences in ground truth documents. |
predicted_document_count |
int
The amount of documents with a predicted occurrence. |
ground_truth_document_count |
int
The amount of documents with a ground truth occurrence. |
true_positives_count |
int
The amount of true positives. |
false_positives_count |
int
The amount of false positives. |
false_negatives_count |
int
The amount of false negatives. |
total_documents_count |
int
The amount of documents that had an occurrence of this label. |