pub struct MultiDimensionalDetector { /* private fields */ }Expand description
Multi-dimensional anomaly detector
Implementations§
Source§impl MultiDimensionalDetector
impl MultiDimensionalDetector
Sourcepub fn new(dimensions: usize, config: AnomalyConfig) -> Self
pub fn new(dimensions: usize, config: AnomalyConfig) -> Self
Create a new multi-dimensional detector
Sourcepub async fn detect(
&self,
values: &[f64],
) -> Result<Vec<Option<Anomaly>>, StreamError>
pub async fn detect( &self, values: &[f64], ) -> Result<Vec<Option<Anomaly>>, StreamError>
Detect anomalies in multi-dimensional data
Sourcepub async fn mahalanobis_score(&self, values: &[f64]) -> f64
pub async fn mahalanobis_score(&self, values: &[f64]) -> f64
Get combined anomaly score using Mahalanobis distance
Sourcepub async fn get_dimension_stats(
&self,
dimension: usize,
) -> Result<AnomalyStats, StreamError>
pub async fn get_dimension_stats( &self, dimension: usize, ) -> Result<AnomalyStats, StreamError>
Get statistics for a specific dimension
Auto Trait Implementations§
impl Freeze for MultiDimensionalDetector
impl !RefUnwindSafe for MultiDimensionalDetector
impl Send for MultiDimensionalDetector
impl Sync for MultiDimensionalDetector
impl Unpin for MultiDimensionalDetector
impl UnsafeUnpin for MultiDimensionalDetector
impl !UnwindSafe for MultiDimensionalDetector
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