Struct AnomalyDetector 

pub struct AnomalyDetector {
    pub iqr_multiplier: f64,
    pub z_score_threshold: f64,
    pub check_constant: bool,
}

Configurable anomaly detector.

Fields

iqr_multiplier: f64

IQR multiplier for outlier detection (default 1.5).

z_score_threshold: f64

Z-score threshold for outlier detection (default 3.0).

check_constant: bool

Whether to flag constant-valued tensors.

Implementations

impl AnomalyDetector

pub fn new() -> Self

Create a new anomaly detector with default settings.

pub fn with_iqr_multiplier(self, m: f64) -> Self

Set the IQR multiplier for outlier detection.

pub fn with_z_score_threshold(self, t: f64) -> Self

Set the z-score threshold for outlier detection.

pub fn with_check_constant(self, c: bool) -> Self

Set whether to check for constant-valued tensors.

pub fn detect(&self, data: &[f64]) -> AnomalyReport

Detect anomalies in data.

Trait Implementations

impl Default for AnomalyDetector

fn default() -> Self

Returns the “default value” for a type.