Struct ConformalAnomalyResult 

#[non_exhaustive]
pub struct ConformalAnomalyResult {
    pub p_values: Vec<f64>,
    pub scores: Vec<f64>,
    pub flags: Vec<bool>,
    pub threshold: f64,
}

Result of elastic_conformal_anomaly.

Contains per-test-curve conformal p-values, nonconformity scores, boolean anomaly flags, and the calibrated threshold.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

p_values: Vec<f64>

Conformal p-value for each test curve (length n_test).

Computed as (1 + #{calib_score >= test_score}) / (n_calib + 1).

scores: Vec<f64>

Elastic nonconformity score for each test curve (length n_test).

flags: Vec<bool>

Boolean anomaly flag for each test curve (length n_test).

true when p_value <= alpha (the curve is anomalous at level alpha).

threshold: f64

Calibrated threshold: (1-alpha) quantile of calibration nonconformity scores.

A test curve is flagged iff its score exceeds this threshold.

Trait Implementations

impl Clone for ConformalAnomalyResult

fn clone(&self) -> ConformalAnomalyResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ConformalAnomalyResult

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

Formats the value using the given formatter.

impl PartialEq for ConformalAnomalyResult

fn eq(&self, other: &ConformalAnomalyResult) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for ConformalAnomalyResult