pub struct AdaptiveDBSCAN { /* private fields */ }Expand description
Adaptive DBSCAN anomaly detector
Implementations§
Source§impl AdaptiveDBSCAN
impl AdaptiveDBSCAN
pub fn new(config: DBSCANConfig) -> Result<Self>
Sourcepub fn detect_anomalies_dbscan(
&mut self,
values: &[f64],
timestamps: &[f64],
) -> Vec<ClusterLabel>
pub fn detect_anomalies_dbscan( &mut self, values: &[f64], timestamps: &[f64], ) -> Vec<ClusterLabel>
Main DBSCAN anomaly detection function
Sourcepub fn adaptive_dbscan_clustering(
&mut self,
points: &[Point],
) -> Vec<ClusterLabel>
pub fn adaptive_dbscan_clustering( &mut self, points: &[Point], ) -> Vec<ClusterLabel>
Adaptive DBSCAN clustering with density-based parameter optimization
Sourcepub fn update_streaming_clusters(&mut self, new_point: Point) -> ClusterLabel
pub fn update_streaming_clusters(&mut self, new_point: Point) -> ClusterLabel
Update streaming clusters incrementally
Sourcepub fn get_density_maps(&self) -> Vec<f64>
pub fn get_density_maps(&self) -> Vec<f64>
Get current density maps
Trait Implementations§
Auto Trait Implementations§
impl Freeze for AdaptiveDBSCAN
impl RefUnwindSafe for AdaptiveDBSCAN
impl Send for AdaptiveDBSCAN
impl Sync for AdaptiveDBSCAN
impl Unpin for AdaptiveDBSCAN
impl UnsafeUnpin for AdaptiveDBSCAN
impl UnwindSafe for AdaptiveDBSCAN
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