Google Cloud Ai Platform V1 Client - Class ModelEvaluationSlice (0.10.0)

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.

Parameters
Name
Description
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];

Returns
Type
Description
string

setName

Output only. The resource name of the ModelEvaluationSlice.

Generated from protobuf field string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
Name
Description
var
string
Returns
Type
Description
$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];

Returns
Type
Description
$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];

Returns
Type
Description
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];

Parameter
Name
Description
var
string
Returns
Type
Description
$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];

Returns
Type
Description
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];

Parameter
Name
Description
var
Google\Protobuf\Value
Returns
Type
Description
$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];

Returns
Type
Description
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];

Parameter
Name
Description
var
Google\Protobuf\Timestamp
Returns
Type
Description
$this
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