Interface ModelEvaluationSliceOrBuilder (3.31.0)

Version 3.31.0

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public interface ModelEvaluationSliceOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getCreateTime()

public abstract Timestamp getCreateTime()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Timestamp	The createTime.

getCreateTimeOrBuilder()

public abstract TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
TimestampOrBuilder

getMetrics()

public abstract Value getMetrics()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
Value	The metrics.

getMetricsOrBuilder()

public abstract ValueOrBuilder getMetricsOrBuilder()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ValueOrBuilder

getMetricsSchemaUri()

public abstract String 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 metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
String	The metricsSchemaUri.

getMetricsSchemaUriBytes()

public abstract ByteString getMetricsSchemaUriBytes()

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 metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ByteString	The bytes for metricsSchemaUri.

getModelExplanation()

public abstract ModelExplanation 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.

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ModelExplanation	The modelExplanation.

getModelExplanationOrBuilder()

public abstract ModelExplanationOrBuilder getModelExplanationOrBuilder()

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.

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ModelExplanationOrBuilder

getName()

public abstract String getName()

Output only. The resource name of the ModelEvaluationSlice.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
String	The name.

getNameBytes()

public abstract ByteString getNameBytes()

Output only. The resource name of the ModelEvaluationSlice.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ByteString	The bytes for name.

getSlice()

public abstract ModelEvaluationSlice.Slice getSlice()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ModelEvaluationSlice.Slice	The slice.

getSliceOrBuilder()

public abstract ModelEvaluationSlice.SliceOrBuilder getSliceOrBuilder()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
ModelEvaluationSlice.SliceOrBuilder

hasCreateTime()

public abstract boolean hasCreateTime()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
boolean	Whether the createTime field is set.

hasMetrics()

public abstract boolean hasMetrics()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
boolean	Whether the metrics field is set.

hasModelExplanation()

public abstract boolean hasModelExplanation()

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.

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
boolean	Whether the modelExplanation field is set.

hasSlice()

public abstract boolean hasSlice()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type	Description
boolean	Whether the slice field is set.