Struct AnomalyDetectionParams

pub struct AnomalyDetectionParams { /* private fields */ }

A set of anomaly detection parameters.

Implementations

impl AnomalyDetectionParams

pub fn new() -> Self

Creates a new set of parameters.

pub fn alpha(&mut self, value: f32) -> &mut Self

Sets the level of statistical significance.

pub fn max_anoms(&mut self, value: f32) -> &mut Self

Sets the maximum number of anomalies as percent of data.

pub fn direction(&mut self, value: Direction) -> &mut Self

Sets the direction.

pub fn verbose(&mut self, value: bool) -> &mut Self

Sets whether to show progress.

pub fn fit( &self, series: &[f32], period: usize, ) -> Result<AnomalyDetectionResult, Error>

Detects anomalies in a time series.

Trait Implementations

impl Clone for AnomalyDetectionParams

fn clone(&self) -> AnomalyDetectionParams

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AnomalyDetectionParams

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

Formats the value using the given formatter.

impl Default for AnomalyDetectionParams

fn default() -> Self

Returns the “default value” for a type.