View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain (google_api_ai_platform v0.13.0)

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

Attributes

maxValue (type: number(), default: nil) - The maximum permissible value for this feature.
minValue (type: number(), default: nil) - The minimum permissible value for this feature.
originalMean (type: number(), default: nil) - If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.
originalStddev (type: number(), default: nil) - If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain{
    maxValue: number() | nil,
    minValue: number() | nil,
    originalMean: number() | nil,
    originalStddev: number() | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.