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DenStreamConfig

scirs2_cluster::streaming_cluster

Struct DenStreamConfig 

Source 
pub struct DenStreamConfig {
    pub epsilon: f64,
    pub min_points: usize,
    pub lambda: f64,
    pub beta: f64,
    pub mu: f64,
    pub cleanup_interval: u64,
}
Expand description

Configuration for the DenStream algorithm.

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§epsilon: f64

Epsilon radius for DBSCAN-like macro-clustering.

§min_points: usize

Minimum weight for a micro-cluster to be considered potential.

§lambda: f64

Fading factor (lambda): higher = faster forgetting.

§beta: f64

Beta: threshold factor for potential vs outlier micro-clusters.

§mu: f64

Mu: minimum weight factor for potential micro-clusters.

§cleanup_interval: u64

Time period for outlier cleanup.

Trait Implementations§

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impl Clone for DenStreamConfig

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fn clone(&self) -> DenStreamConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for DenStreamConfig

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

Formats the value using the given formatter. Read more
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impl Default for DenStreamConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

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