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

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ExplainResponse.

Response message for PredictionService.Explain .

Generated from protobuf message google.cloud.aiplatform.v1.ExplainResponse

Methods

__construct

Constructor.

Parameters
Name
Description
data
array

Optional. Data for populating the Message object.

↳ explanations
array< Google\Cloud\AIPlatform\V1\Explanation >

The explanations of the Model's PredictResponse.predictions . It has the same number of elements as instances to be explained.

↳ deployed_model_id
string

ID of the Endpoint's DeployedModel that served this explanation.

↳ predictions
array<Google\Protobuf\Value>

The predictions that are the output of the predictions call. Same as PredictResponse.predictions .

getExplanations

The explanations of the Model's PredictResponse.predictions .

It has the same number of elements as instances to be explained.

Generated from protobuf field repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;

Returns
Type
Description
Google\Protobuf\Internal\RepeatedField

setExplanations

The explanations of the Model's PredictResponse.predictions .

It has the same number of elements as instances to be explained.

Generated from protobuf field repeated .google.cloud.aiplatform.v1.Explanation explanations = 1;

Parameter
Name
Description
Returns
Type
Description
$this

getDeployedModelId

ID of the Endpoint's DeployedModel that served this explanation.

Generated from protobuf field string deployed_model_id = 2;

Returns
Type
Description
string

setDeployedModelId

ID of the Endpoint's DeployedModel that served this explanation.

Generated from protobuf field string deployed_model_id = 2;

Parameter
Name
Description
var
string
Returns
Type
Description
$this

getPredictions

The predictions that are the output of the predictions call.

Same as PredictResponse.predictions .

Generated from protobuf field repeated .google.protobuf.Value predictions = 3;

Returns
Type
Description
Google\Protobuf\Internal\RepeatedField

setPredictions

The predictions that are the output of the predictions call.

Same as PredictResponse.predictions .

Generated from protobuf field repeated .google.protobuf.Value predictions = 3;

Parameter
Name
Description
var
array<Google\Protobuf\Value>
Returns
Type
Description
$this
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