Struct KMeansRestartEvidence 

pub struct KMeansRestartEvidence {
    pub restart: usize,
    pub seed: u64,
    pub inertia: f64,
    pub iterations: usize,
    pub converged: bool,
    pub empty_cluster_repairs: u64,
    pub work: u64,
    pub termination: KMeansTermination,
}

Convergence evidence for one bounded restart.

Fields

restart: usize

Zero-based restart index.

seed: u64

Derived seed used by k-means++ initialization.

inertia: f64

Final within-cluster sum of squared distances.

iterations: usize

Number of complete Lloyd updates.

converged: bool

Whether convergence, rather than a bound, stopped the restart.

empty_cluster_repairs: u64

Number of empty centroids deterministically reseeded from worst-fit points.

work: u64

Distance-evaluation work charged by this restart.

termination: KMeansTermination

Concrete termination reason.

Trait Implementations

impl Clone for KMeansRestartEvidence

fn clone(&self) -> KMeansRestartEvidence

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for KMeansRestartEvidence

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

Formats the value using the given formatter.

impl PartialEq for KMeansRestartEvidence

fn eq(&self, other: &KMeansRestartEvidence) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for KMeansRestartEvidence