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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelEvaluationSlice.
A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.
Generated from protobuf message google.cloud.aiplatform.v1.ModelEvaluationSlice
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ name
string
Output only. The resource name of the ModelEvaluationSlice.
↳ slice
Google\Cloud\AIPlatform\V1\ModelEvaluationSlice\Slice
Output only. The slice of the test data that is used to evaluate the Model.
↳ metrics_schema_uri
string
Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object .
↳ metrics
Google\Protobuf\Value
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
↳ create_time
↳ model_explanation
Google\Cloud\AIPlatform\V1\ModelExplanation
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
getName
Output only. The resource name of the ModelEvaluationSlice.
string
setName
Output only. The resource name of the ModelEvaluationSlice.
var
string
$this
getSlice
Output only. The slice of the test data that is used to evaluate the Model.
hasSlice
clearSlice
setSlice
Output only. The slice of the test data that is used to evaluate the Model.
$this
getMetricsSchemaUri
Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object .
string
setMetricsSchemaUri
Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object .
var
string
$this
getMetrics
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
hasMetrics
clearMetrics
setMetrics
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
$this
getCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
$this
getModelExplanation
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
hasModelExplanation
clearModelExplanation
setModelExplanation
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
$this
