Struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

pub struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig {
    pub skew_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>,
    pub default_skew_threshold: Option<GoogleCloudAiplatformV1ThresholdConfig>,
    pub attribution_score_skew_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>,
}

The config for Training & Prediction data skew detection. It specifies the training dataset sources and the skew detection parameters.

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

Fields

skew_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>

Key is the feature name and value is the threshold. If a feature needs to be monitored for skew, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between the training and prediction feature.

default_skew_threshold: Option<GoogleCloudAiplatformV1ThresholdConfig>

Skew anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features.

attribution_score_skew_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>

Key is the feature name and value is the threshold. The threshold here is against attribution score distance between the training and prediction feature.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

fn clone( &self, ) -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

fn default() -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

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 GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig