Struct GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

pub struct GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain {
    pub max_value: Option<f32>,
    pub original_stddev: Option<f32>,
    pub min_value: Option<f32>,
    pub original_mean: Option<f32>,
}

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.

This type is not used in any activity, and only used as part of another schema.

Fields

max_value: Option<f32>

The maximum permissible value for this feature.

original_stddev: Option<f32>

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.

min_value: Option<f32>

The minimum permissible value for this feature.

original_mean: Option<f32>

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.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

fn clone( &self, ) -> GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

fn default() -> GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain