Google Cloud Ai Platform V1 Client - Class NoiseSigmaForFeature (1.37.0)

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

Namespace

Google \ Cloud \ AIPlatform \ V1 \ FeatureNoiseSigma

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