AI Platform Data Labeling Service V1beta1 API - Class Google::Cloud::DataLabeling::V1beta1::Evaluation (v0.7.2)

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

(::Google::Cloud::DataLabeling::V1beta1::AnnotationType) — Output only. Type of task that the model version being evaluated performs, as defined in the

evaluationJobConfig.inputConfig.annotationType field of the evaluation job that created this evaluation.

#annotation_type=

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

Parameter

value (::Google::Cloud::DataLabeling::V1beta1::AnnotationType) — Output only. Type of task that the model version being evaluated performs, as defined in the

evaluationJobConfig.inputConfig.annotationType field of the evaluation job that created this evaluation.

Returns

(::Google::Cloud::DataLabeling::V1beta1::AnnotationType) — Output only. Type of task that the model version being evaluated performs, as defined in the

evaluationJobConfig.inputConfig.annotationType field of the evaluation job that created this evaluation.

#config

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

Returns

(::Google::Cloud::DataLabeling::V1beta1::EvaluationConfig) — Output only. Options used in the evaluation job that created this evaluation.

#config=

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

Parameter

value (::Google::Cloud::DataLabeling::V1beta1::EvaluationConfig) — Output only. Options used in the evaluation job that created this evaluation.

Returns

(::Google::Cloud::DataLabeling::V1beta1::EvaluationConfig) — Output only. Options used in the evaluation job that created this evaluation.

#create_time

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

Returns

(::Google::Protobuf::Timestamp) — Output only. Timestamp for when this evaluation was created.

#create_time=

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

Parameter

value (::Google::Protobuf::Timestamp) — Output only. Timestamp for when this evaluation was created.

Returns

(::Google::Protobuf::Timestamp) — Output only. Timestamp for when this evaluation was created.

#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

(::Google::Protobuf::Timestamp) — Output only. Timestamp for when the evaluation job that created this evaluation ran.

#evaluation_job_run_time=

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

Parameter

value (::Google::Protobuf::Timestamp) — Output only. Timestamp for when the evaluation job that created this evaluation ran.

Returns

(::Google::Protobuf::Timestamp) — Output only. Timestamp for when the evaluation job that created this evaluation ran.

#evaluation_metrics

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

Returns

(::Google::Cloud::DataLabeling::V1beta1::EvaluationMetrics) — Output only. Metrics comparing predictions to ground truth labels.

#evaluation_metrics=

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

Parameter

value (::Google::Cloud::DataLabeling::V1beta1::EvaluationMetrics) — Output only. Metrics comparing predictions to ground truth labels.

Returns

(::Google::Cloud::DataLabeling::V1beta1::EvaluationMetrics) — Output only. Metrics comparing predictions to ground truth labels.

#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}'