Interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder (1.5.0)

public static interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getName()

public abstract String getName()

The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.

string name = 1;

Returns
Type	Description
String	The name.

getNameBytes()

public abstract ByteString getNameBytes()

The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.

string name = 1;

Returns
Type	Description
ByteString	The bytes for name.

getSigma()

public abstract float 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.

float sigma = 2;

Returns
Type	Description
float	The sigma.