Struct CluStreamConfig 

pub struct CluStreamConfig {
    pub max_micro_clusters: usize,
    pub max_radius_factor: f64,
    pub n_features: usize,
}

Configuration for the CluStream algorithm.

Use CluStreamConfig::builder for ergonomic construction with validation.

Fields

max_micro_clusters: usize

Maximum number of micro-clusters to maintain in the online phase.

max_radius_factor: f64

Maximum radius factor: a point is absorbed into a micro-cluster if its distance to the MC center is less than max_radius_factor * MC.radius(). Default: 2.0.

n_features: usize

Number of features (dimensionality). Set to 0 for lazy initialization from the first sample.

Implementations

impl CluStreamConfig

pub fn builder(max_micro_clusters: usize) -> CluStreamConfigBuilder

Create a builder with the required max_micro_clusters parameter.

Example

use irithyll::clustering::clustream::CluStreamConfig;

let config = CluStreamConfig::builder(10)
    .max_radius_factor(2.5)
    .build()
    .unwrap();
assert_eq!(config.max_micro_clusters, 10);

Trait Implementations

impl Clone for CluStreamConfig

fn clone(&self) -> CluStreamConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CluStreamConfig

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

Formats the value using the given formatter.