Struct KMeansConfig 

pub struct KMeansConfig {
    pub n_clusters: usize,
    pub max_iter: usize,
    pub tol: f64,
    pub init: String,
    pub n_init: usize,
    pub random_state: Option<u64>,
}

Example clustering configuration

Fields

n_clusters: usize

Number of clusters

max_iter: usize

Maximum number of iterations

tol: f64

Convergence tolerance

init: String

Initialization method

n_init: usize

Number of random initializations

random_state: Option<u64>

Random seed

Trait Implementations

impl Clone for KMeansConfig

fn clone(&self) -> KMeansConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl ConfigValidation for KMeansConfig

fn validate_config(&self) -> Result<(), SklearsError>

Validate the entire configuration

fn get_warnings(&self) -> Vec<String>

Get validation warnings (non-fatal issues)

impl Debug for KMeansConfig

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

Formats the value using the given formatter.

impl Default for KMeansConfig

fn default() -> KMeansConfig

Returns the “default value” for a type.

impl Validate for KMeansConfig

fn validate(&self) -> Result<(), SklearsError>

Validate all parameters and return an error if any validation fails

fn validate_with_context(&self, context: &str) -> Result<(), SklearsError>

Validate and provide detailed error information