Struct AnomalyConfig 

pub struct AnomalyConfig {
    pub initial_threshold: f64,
    pub window_size: usize,
    pub adaptation_rate: f64,
    pub warmup_samples: usize,
    pub seasonal_detection: bool,
    pub seasonal_period: Option<usize>,
    pub use_ensemble: bool,
    pub contamination: f64,
    pub alert_cooldown: Duration,
    pub max_alerts_per_period: usize,
}

Anomaly detection configuration

Fields

initial_threshold: f64

Initial threshold (number of standard deviations)

window_size: usize

Window size for statistics calculation

adaptation_rate: f64

Learning rate for adaptive threshold

warmup_samples: usize

Minimum samples before detection starts

seasonal_detection: bool

Enable seasonal decomposition

seasonal_period: Option<usize>

Seasonal period (if known)

use_ensemble: bool

Enable ensemble detection

contamination: f64

Contamination ratio (expected anomaly percentage)

alert_cooldown: Duration

Alert cooldown period

max_alerts_per_period: usize

Maximum alerts per period

Trait Implementations

impl Clone for AnomalyConfig

fn clone(&self) -> AnomalyConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AnomalyConfig

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

Formats the value using the given formatter.

impl Default for AnomalyConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for AnomalyConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for AnomalyConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.