Struct AnomalyDetector 

pub struct AnomalyDetector {
    pub z_threshold: f64,
    pub iqr_multiplier: f64,
}

Anomaly detector using various statistical methods

Fields

z_threshold: f64

Z-score threshold for detection

iqr_multiplier: f64

IQR multiplier for detection

Implementations

impl AnomalyDetector

pub fn new(z_threshold: f64, iqr_multiplier: f64) -> AnomalyDetector

Create a new anomaly detector with custom parameters

pub fn detect_zscore( &self, ts: &TimeSeries, ) -> Result<Vec<Anomaly>, TelemetryError>

Detect anomalies using Z-score method

pub fn detect_iqr( &self, ts: &TimeSeries, ) -> Result<Vec<Anomaly>, TelemetryError>

Detect anomalies using IQR (Interquartile Range) method

pub fn detect_moving_average( &self, ts: &TimeSeries, window: usize, ) -> Result<Vec<Anomaly>, TelemetryError>

Detect anomalies using moving average deviation

pub fn detect_ensemble( &self, ts: &TimeSeries, ) -> Result<Vec<Anomaly>, TelemetryError>

Detect anomalies using multiple methods and aggregate results

Trait Implementations

impl Debug for AnomalyDetector

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

Formats the value using the given formatter.

impl Default for AnomalyDetector

fn default() -> AnomalyDetector

Returns the “default value” for a type.