GET /fields/{field_id}/accuracy
Retrieve the accuracy of a field. This allows you to review the precision, recall and f-score of a field once it has been trained.
Precision measures the extent to which only relevant results are found; irrelevant results hurt precision. Effectively, precision shows how many hits are junk out of the total number returned.
Recall measures the extent to which relevant results are found. For example, in a set of documents with 50 assignment provisions, if a search system found 48 of the 50, recall would be 96%.
F-Score measures of the model’s overall accuracy, by showing the harmonic mean of precision and recall.
Headers
Authorization (required) - Requires the standard authentication header used in the system.
Parameters
-
field_id Path Required
the field identifier for the accuracy to be retrieved.
-
200 OKRequest was successful.
-
403 ForbiddenInvalid or missing authentication token.
-
404 Not FoundThe field_id does not exist or has been cleaned up.
-
500 Internal Server ErrorSomething went wrong unrelated to the users request.
Response Data
-
precision
the extent to which only relevant results are found
-
recall
the extent to which relevant results are found.
-
f-score
the harmonic mean of precision and recall.
{
"f_score": 0.95,
"precision": 0.9,
"recall": 1
}
Need Help?
Couldn’t find the information you were looking for or need more assistance?
Contact Support