Struct StreamingOutlierDetector 

pub struct StreamingOutlierDetector { /* private fields */ }

Streaming outlier detector using statistical methods

Implementations

impl StreamingOutlierDetector

pub fn new(nfeatures: usize, threshold: f64, method: OutlierMethod) -> Self

Create a new streaming outlier detector

pub fn update(&mut self, x: &Array2<f64>) -> Result<()>

Update statistics with new data

pub fn detect_outliers(&self, x: &Array2<f64>) -> Result<Array1<bool>>

Detect outliers in new data

pub fn anomaly_scores(&self, x: &Array2<f64>) -> Result<Array1<f64>>

Get anomaly scores for samples

pub fn reset(&mut self)

Reset detector to initial state