Struct ClusteringConfig 

pub struct ClusteringConfig {
    pub method: ClusteringMethod,
    pub parameters: ClusteringParameters,
    pub compute_prototypes: bool,
    pub prototypes_per_cluster: usize,
    pub compute_silhouette: bool,
    pub random_seed: Option<u64>,
}

Configuration for clustering operations.

Fields

method: ClusteringMethod

The clustering method to use.

parameters: ClusteringParameters

Parameters for the clustering algorithm.

compute_prototypes: bool

Whether to compute cluster prototypes.

prototypes_per_cluster: usize

Number of prototypes to compute per cluster.

compute_silhouette: bool

Whether to compute silhouette scores.

random_seed: Option<u64>

Random seed for reproducibility.

Implementations

impl ClusteringConfig

pub fn hdbscan(min_cluster_size: usize, min_samples: usize) -> Self

Create a HDBSCAN configuration.

pub fn kmeans(k: usize) -> Self

Create a K-means configuration.

pub fn with_seed(self, seed: u64) -> Self

Set a random seed for reproducibility.

Trait Implementations

impl Clone for ClusteringConfig

fn clone(&self) -> ClusteringConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClusteringConfig

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

Formats the value using the given formatter.

impl Default for ClusteringConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ClusteringConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ClusteringConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.