Google Cloud Ai Platform V1 Client - Class ModelEvaluationSlice (1.35.0)

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

Namespace

Google \ Cloud \ AIPlatform \ V1

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`	`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.
`↳ model_explanation`	`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.

Returns
Type	Description
`string`

setName

Output only. The resource name of the ModelEvaluationSlice.

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.

Returns
Type	Description
`ModelEvaluationSlice\Slice\|null`

hasSlice

clearSlice

setSlice

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

Parameter
Name	Description
`var`	`ModelEvaluationSlice\Slice`

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.

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.

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

Returns
Type	Description
`Google\Protobuf\Value\|null`

hasMetrics

clearMetrics

setMetrics