Struct GmmEvidence 

pub struct GmmEvidence {
    pub initial_log_likelihood: f64,
    pub log_likelihood: f64,
    pub likelihood_history: Vec<f64>,
    pub iterations: usize,
    pub converged: bool,
    pub singular_component_repairs: u64,
    pub seed: u64,
    pub work: u64,
    pub termination: GmmTermination,
    pub model_selection: ModelSelectionEvidence,
}

Convergence, regularization, work, and selection evidence from EM.

Fields

initial_log_likelihood: f64

Initial mixture log likelihood.

log_likelihood: f64

Final accepted mixture log likelihood.

likelihood_history: Vec<f64>

Initial value followed by every accepted likelihood.

iterations: usize

Number of accepted EM updates.

converged: bool

Whether tolerance caused termination.

singular_component_repairs: u64

Count of components repaired under the singular policy.

seed: u64

Caller-supplied initialization seed.

work: u64

Charged work, never greater than the configured limit.

termination: GmmTermination

Concrete termination reason.

model_selection: ModelSelectionEvidence

AIC/BIC evidence for component-count selection.

Trait Implementations

impl Clone for GmmEvidence

fn clone(&self) -> GmmEvidence

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GmmEvidence

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

Formats the value using the given formatter.

impl PartialEq for GmmEvidence

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for GmmEvidence