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. |
↳ 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.
| 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 |
Google\Cloud\AIPlatform\V1\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 |
Google\Cloud\AIPlatform\V1\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
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Value
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Timestamp|null | |
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this ModelEvaluationSlice was created.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Timestamp
|
| Returns | |
|---|---|
| Type | Description |
$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.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\ModelExplanation|null | |
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.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\ModelExplanation
|
| Returns | |
|---|---|
| Type | Description |
$this | |