Struct GoogleCloudAiplatformV1ModelExplanation

pub struct GoogleCloudAiplatformV1ModelExplanation {
    pub mean_attributions: Option<Vec<GoogleCloudAiplatformV1Attribution>>,
}

Aggregated explanation metrics for a Model over a set of instances.

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

Fields

mean_attributions: Option<Vec<GoogleCloudAiplatformV1Attribution>>

Output only. Aggregated attributions explaining the Model’s prediction outputs over the set of instances. The attributions are grouped by outputs. For Models that predict only one output, such as regression Models that predict only one score, there is only one attibution that explains the predicted output. For Models that predict multiple outputs, such as multiclass Models that predict multiple classes, each element explains one specific item. Attribution.output_index can be used to identify which output this attribution is explaining. The baselineOutputValue, instanceOutputValue and featureAttributions fields are averaged over the test data. NOTE: Currently AutoML tabular classification Models produce only one attribution, which averages attributions over all the classes it predicts. Attribution.approximation_error is not populated.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelExplanation

fn clone(&self) -> GoogleCloudAiplatformV1ModelExplanation

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelExplanation

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelExplanation

fn default() -> GoogleCloudAiplatformV1ModelExplanation

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelExplanation

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelExplanation

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 GoogleCloudAiplatformV1ModelExplanation