Reference documentation and code samples for the Document AI V1 API class Google::Cloud::DocumentAI::V1::Evaluation::Metrics.
Evaluation metrics, either in aggregate or about a specific entity.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#f1_score
def f1_score() -> ::Float
Returns
- (::Float) — The calculated f1 score.
#f1_score=
def f1_score=(value) -> ::Float
Parameter
- value (::Float) — The calculated f1 score.
Returns
- (::Float) — The calculated f1 score.
#false_negatives_count
def false_negatives_count() -> ::Integer
Returns
- (::Integer) — The amount of false negatives.
#false_negatives_count=
def false_negatives_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of false negatives.
Returns
- (::Integer) — The amount of false negatives.
#false_positives_count
def false_positives_count() -> ::Integer
Returns
- (::Integer) — The amount of false positives.
#false_positives_count=
def false_positives_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of false positives.
Returns
- (::Integer) — The amount of false positives.
#ground_truth_document_count
def ground_truth_document_count() -> ::Integer
Returns
- (::Integer) — The amount of documents with a ground truth occurrence.
#ground_truth_document_count=
def ground_truth_document_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of documents with a ground truth occurrence.
Returns
- (::Integer) — The amount of documents with a ground truth occurrence.
#ground_truth_occurrences_count
def ground_truth_occurrences_count() -> ::Integer
Returns
- (::Integer) — The amount of occurrences in ground truth documents.
#ground_truth_occurrences_count=
def ground_truth_occurrences_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of occurrences in ground truth documents.
Returns
- (::Integer) — The amount of occurrences in ground truth documents.
#precision
def precision() -> ::Float
Returns
- (::Float) — The calculated precision.
#precision=
def precision=(value) -> ::Float
Parameter
- value (::Float) — The calculated precision.
Returns
- (::Float) — The calculated precision.
#predicted_document_count
def predicted_document_count() -> ::Integer
Returns
- (::Integer) — The amount of documents with a predicted occurrence.
#predicted_document_count=
def predicted_document_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of documents with a predicted occurrence.
Returns
- (::Integer) — The amount of documents with a predicted occurrence.
#predicted_occurrences_count
def predicted_occurrences_count() -> ::Integer
Returns
- (::Integer) — The amount of occurrences in predicted documents.
#predicted_occurrences_count=
def predicted_occurrences_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of occurrences in predicted documents.
Returns
- (::Integer) — The amount of occurrences in predicted documents.
#recall
def recall() -> ::Float
Returns
- (::Float) — The calculated recall.
#recall=
def recall=(value) -> ::Float
Parameter
- value (::Float) — The calculated recall.
Returns
- (::Float) — The calculated recall.
#total_documents_count
def total_documents_count() -> ::Integer
Returns
- (::Integer) — The amount of documents that had an occurrence of this label.
#total_documents_count=
def total_documents_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of documents that had an occurrence of this label.
Returns
- (::Integer) — The amount of documents that had an occurrence of this label.
#true_positives_count
def true_positives_count() -> ::Integer
Returns
- (::Integer) — The amount of true positives.
#true_positives_count=
def true_positives_count=(value) -> ::Integer
Parameter
- value (::Integer) — The amount of true positives.
Returns
- (::Integer) — The amount of true positives.