Cloud AutoML V1beta1 Client - Class PredictRequest (1.5.4)

Version 1.5.4

• 1.6.5 (latest)
• 1.6.4
• 1.5.4
• 1.4.17

Beta

This library is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.

Reference documentation and code samples for the Cloud AutoML V1beta1 Client class PredictRequest.

Request message for PredictionService.Predict.

Generated from protobuf message google.cloud.automl.v1beta1.PredictRequest

Namespace

Google \ Cloud \ AutoMl \ V1beta1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ name	string Required. Name of the model requested to serve the prediction.
↳ payload	Google\Cloud\AutoMl\V1beta1\ExamplePayload Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.
↳ params	array|Google\Protobuf\Internal\MapField Additional domain-specific parameters, any string must be up to 25000 characters long. * For Image Classification: score_threshold - (float) A value from 0.0 to 1.0. When the model makes predictions for an image, it will only produce results that have at least this confidence score. The default is 0.5. * For Image Object Detection: score_threshold - (float) When Model detects objects on the image, it will only produce bounding boxes which have at least this confidence score. Value in 0 to 1 range, default is 0.5. max_bounding_box_count - (int64) No more than this number of bounding boxes will be returned in the response. Default is 100, the requested value may be limited by server. * For Tables: feature_importance - (boolean) Whether feature importance should be populated in the returned TablesAnnotation. The default is false.

getName

Required. Name of the model requested to serve the prediction.

Returns
Type	Description
string

setName

Required. Name of the model requested to serve the prediction.

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getPayload

Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.

Returns
Type	Description
Google\Cloud\AutoMl\V1beta1\ExamplePayload|null

hasPayload

clearPayload

setPayload

Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.

Parameter
Name	Description
var	Google\Cloud\AutoMl\V1beta1\ExamplePayload

Returns
Type	Description
$this

getParams

Additional domain-specific parameters, any string must be up to 25000 characters long.

• For Image Classification: score_threshold - (float) A value from 0.0 to 1.0. When the model makes predictions for an image, it will only produce results that have at least this confidence score. The default is 0.5.
  • For Image Object Detection: score_threshold - (float) When Model detects objects on the image, it will only produce bounding boxes which have at least this confidence score. Value in 0 to 1 range, default is 0.5. max_bounding_box_count - (int64) No more than this number of bounding boxes will be returned in the response. Default is 100, the requested value may be limited by server.
• For Tables: feature_importance - (boolean) Whether feature importance should be populated in the returned TablesAnnotation. The default is false.

Returns
Type	Description
Google\Protobuf\Internal\MapField

setParams

Additional domain-specific parameters, any string must be up to 25000 characters long.

• For Image Classification: score_threshold - (float) A value from 0.0 to 1.0. When the model makes predictions for an image, it will only produce results that have at least this confidence score. The default is 0.5.
  • For Image Object Detection: score_threshold - (float) When Model detects objects on the image, it will only produce bounding boxes which have at least this confidence score. Value in 0 to 1 range, default is 0.5. max_bounding_box_count - (int64) No more than this number of bounding boxes will be returned in the response. Default is 100, the requested value may be limited by server.
• For Tables: feature_importance - (boolean) Whether feature importance should be populated in the returned TablesAnnotation. The default is false.

Parameter
Name	Description
var	array|Google\Protobuf\Internal\MapField

Returns
Type	Description
$this