Struct AnomalyDetector 

pub struct AnomalyDetector { /* private fields */ }

Anomaly detector

Implementations

impl AnomalyDetector

pub fn new() -> Self

Create new detector

pub fn with_zscore_threshold(self, threshold: f64) -> Self

Set Z-score threshold

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

Set IQR multiplier

pub fn with_window_size(self, size: usize) -> Self

Set sliding window size

pub fn add(&mut self, value: f64)

Add data point

pub fn add_all(&mut self, values: &[f64])

Add multiple data points

pub fn data_count(&self) -> usize

Get data count

pub fn has_sufficient_data(&self) -> bool

Check if sufficient data for analysis

pub fn detect_zscore_outliers(&mut self) -> Vec<Anomaly>

Detect outliers using Z-score method

pub fn detect_iqr_outliers(&mut self) -> Vec<Anomaly>

Detect outliers using IQR method (robust to heavy tails)

pub fn detect_change_points(&mut self) -> Vec<ChangePoint>

Detect change points using CUSUM-like algorithm

pub fn classify_anomaly(&self, anomaly: &Anomaly) -> AnomalyType

Classify anomaly based on context

pub fn analyze(&mut self) -> AnomalyReport

Run all detection methods and generate report

pub fn detect_realtime(&mut self, new_value: f64) -> Option<Anomaly>

Real-time anomaly detection on sliding window

pub fn get_anomalies(&self) -> &[Anomaly]

Get all detected anomalies

pub fn get_change_points(&self) -> &[ChangePoint]

Get all detected change points

pub fn clear(&mut self)

Clear all data and detections

Trait Implementations

impl Debug for AnomalyDetector

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

Formats the value using the given formatter.

impl Default for AnomalyDetector

fn default() -> Self

Returns the “default value” for a type.