Reference documentation and code samples for the Cloud AutoML V1 Client class PredictRequest.
Request message for PredictionService.Predict.
Generated from protobuf message google.cloud.automl.v1.PredictRequest
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\V1\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. AutoML Vision Classification |
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\V1\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\V1\ExamplePayload
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getParams
Additional domain-specific parameters, any string must be up to 25000 characters long.
AutoML Vision 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.
AutoML Vision 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) The maximum number of bounding
boxes returned. The default is 100. The
number of returned bounding boxes might be limited by the server.
AutoML Tables
feature_importance
: (boolean) Whether
feature_importance
is populated in the returned list of
TablesAnnotation
objects. 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.
AutoML Vision 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.
AutoML Vision 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) The maximum number of bounding
boxes returned. The default is 100. The
number of returned bounding boxes might be limited by the server.
AutoML Tables
feature_importance
: (boolean) Whether
feature_importance
is populated in the returned list of
TablesAnnotation
objects. The default is false.
| Parameter | |
|---|---|
| Name | Description |
var |
array|Google\Protobuf\Internal\MapField
|
| Returns | |
|---|---|
| Type | Description |
$this | |