AI Platform Data Labeling Service V1beta1 API - Class Google::Cloud::DataLabeling::V1beta1::Evaluation (v0.6.0)

Reference documentation and code samples for the AI Platform Data Labeling Service V1beta1 API class Google::Cloud::DataLabeling::V1beta1::Evaluation.

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#annotation_type

def annotation_type() -> ::Google::Cloud::DataLabeling::V1beta1::AnnotationType
Returns

#annotation_type=

def annotation_type=(value) -> ::Google::Cloud::DataLabeling::V1beta1::AnnotationType
Parameter
Returns

#config

def config() -> ::Google::Cloud::DataLabeling::V1beta1::EvaluationConfig
Returns

#config=

def config=(value) -> ::Google::Cloud::DataLabeling::V1beta1::EvaluationConfig
Parameter
Returns

#create_time

def create_time() -> ::Google::Protobuf::Timestamp
Returns

#create_time=

def create_time=(value) -> ::Google::Protobuf::Timestamp
Parameter
Returns

#evaluated_item_count

def evaluated_item_count() -> ::Integer
Returns
  • (::Integer) — Output only. The number of items in the ground truth dataset that were used for this evaluation. Only populated when the evaulation is for certain AnnotationTypes.

#evaluated_item_count=

def evaluated_item_count=(value) -> ::Integer
Parameter
  • value (::Integer) — Output only. The number of items in the ground truth dataset that were used for this evaluation. Only populated when the evaulation is for certain AnnotationTypes.
Returns
  • (::Integer) — Output only. The number of items in the ground truth dataset that were used for this evaluation. Only populated when the evaulation is for certain AnnotationTypes.

#evaluation_job_run_time

def evaluation_job_run_time() -> ::Google::Protobuf::Timestamp
Returns

#evaluation_job_run_time=

def evaluation_job_run_time=(value) -> ::Google::Protobuf::Timestamp
Parameter
Returns

#evaluation_metrics

def evaluation_metrics() -> ::Google::Cloud::DataLabeling::V1beta1::EvaluationMetrics
Returns

#evaluation_metrics=

def evaluation_metrics=(value) -> ::Google::Cloud::DataLabeling::V1beta1::EvaluationMetrics
Parameter
Returns

#name

def name() -> ::String
Returns
  • (::String) — Output only. Resource name of an evaluation. The name has the following format:

    "projects/{project_id}/datasets/{dataset_id}/evaluations/{evaluation_id}'

#name=

def name=(value) -> ::String
Parameter
  • value (::String) — Output only. Resource name of an evaluation. The name has the following format:

    "projects/{project_id}/datasets/{dataset_id}/evaluations/{evaluation_id}'

Returns
  • (::String) — Output only. Resource name of an evaluation. The name has the following format:

    "projects/{project_id}/datasets/{dataset_id}/evaluations/{evaluation_id}'