Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class NoiseSigmaForFeature.
Noise sigma for a single feature.
Generated from protobuf message google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ name |
string
The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs. |
↳ sigma |
float
This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1. |
getName
The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.
| Returns | |
|---|---|
| Type | Description |
string | |
setName
The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getSigma
This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1.
| Returns | |
|---|---|
| Type | Description |
float | |
setSigma
This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |