Struct DriftDetectionEntry 

pub struct DriftDetectionEntry {
    pub period: u32,
    pub value: f64,
    pub ground_truth_drift: Option<bool>,
    pub drift_type: Option<String>,
    pub drift_magnitude: Option<f64>,
    pub detection_difficulty: Option<f64>,
}

A single data point for drift detection analysis.

Fields

period: u32

Period number (e.g., month number from start).

value: f64

Observed value at this period.

ground_truth_drift: Option<bool>

Ground truth label: true if this period has drift, false otherwise.

drift_type: Option<String>

Drift event type if labeled.

drift_magnitude: Option<f64>

Magnitude of drift if known.

detection_difficulty: Option<f64>

Detection difficulty (0.0 = easy, 1.0 = hard).

Implementations

impl DriftDetectionEntry

pub fn new(period: u32, value: f64, ground_truth_drift: Option<bool>) -> Self

Create a new drift detection entry.

pub fn with_metadata( period: u32, value: f64, ground_truth_drift: bool, drift_type: impl Into<String>, drift_magnitude: f64, detection_difficulty: f64, ) -> Self

Create entry with full metadata.

Trait Implementations

impl Clone for DriftDetectionEntry

fn clone(&self) -> DriftDetectionEntry

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DriftDetectionEntry

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DriftDetectionEntry

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DriftDetectionEntry

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

where __S: Serializer,

Serialize this value into the given Serde serializer.