Struct EnhancedAnomalyLabel 

pub struct EnhancedAnomalyLabel {
    pub base: LabeledAnomaly,
    pub category: AnomalyCategory,
    pub enhanced_confidence: f64,
    pub enhanced_severity: f64,
    pub contributing_factors: Vec<ContributingFactor>,
    pub secondary_categories: Vec<AnomalyCategory>,
}

Enhanced anomaly label with dynamic confidence and severity.

Fields

base: LabeledAnomaly

Base labeled anomaly (backward compatible).

category: AnomalyCategory

Enhanced category classification.

enhanced_confidence: f64

Dynamically calculated confidence (0.0 - 1.0).

enhanced_severity: f64

Contextually calculated severity (0.0 - 1.0).

contributing_factors: Vec<ContributingFactor>

Factors contributing to confidence/severity.

secondary_categories: Vec<AnomalyCategory>

Secondary categories (for multi-label classification).

Implementations

impl EnhancedAnomalyLabel

pub fn from_base(base: LabeledAnomaly) -> Self

Creates an enhanced label from a base labeled anomaly.

pub fn with_confidence(self, confidence: f64) -> Self

Sets the enhanced confidence.

pub fn with_severity(self, severity: f64) -> Self

Sets the enhanced severity.

pub fn with_factor(self, factor: ContributingFactor) -> Self

Adds a contributing factor.

pub fn with_secondary_category(self, category: AnomalyCategory) -> Self

Adds a secondary category.

pub fn to_features(&self) -> Vec<f64>

Converts to an extended feature vector.

Returns base features (15) + enhanced features (10) = 25 features.

pub fn feature_count() -> usize

Returns the number of features in the enhanced feature vector.

pub fn feature_names() -> Vec<&'static str>

Returns feature names for the enhanced feature vector.

Trait Implementations

impl Clone for EnhancedAnomalyLabel

fn clone(&self) -> EnhancedAnomalyLabel

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for EnhancedAnomalyLabel

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for EnhancedAnomalyLabel

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for EnhancedAnomalyLabel

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

where __S: Serializer,

Serialize this value into the given Serde serializer.