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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
Methods
__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
Google\Protobuf\Timestamp
Output only. Timestamp when this ModelEvaluationSlice was created.
getName
Output only. The resource name of the ModelEvaluationSlice.
Generated from protobuf field string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
string
setName
Output only. The resource name of the ModelEvaluationSlice.
Generated from protobuf field string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
string
$this
getSlice
Output only. The slice of the test data that is used to evaluate the Model.
Generated from protobuf field .google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasSlice
clearSlice
setSlice
Output only. The slice of the test data that is used to evaluate the Model.
Generated from protobuf field .google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
$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 .
Generated from protobuf field string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
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 .
Generated from protobuf field string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
string
$this
getMetrics
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
Generated from protobuf field .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Value|null
hasMetrics
clearMetrics
setMetrics
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
Generated from protobuf field .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
Google\Protobuf\Value
$this
getCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
Generated from protobuf field .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Timestamp|null
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
Generated from protobuf field .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
Google\Protobuf\Timestamp
$this