Struct MarkovRandomFieldMixtureBuilder 

pub struct MarkovRandomFieldMixtureBuilder { /* private fields */ }

Builder for Markov Random Field Mixture

Implementations

impl MarkovRandomFieldMixtureBuilder

pub fn new(n_components: usize) -> Self

Create a new builder with specified number of components

pub fn covariance_type(self, covariance_type: CovarianceType) -> Self

Set the covariance type

pub fn interaction_strength(self, interaction_strength: f64) -> Self

Set the interaction strength between neighboring components

pub fn neighborhood_size(self, neighborhood_size: usize) -> Self

Set the neighborhood size for MRF interactions

pub fn max_iter(self, max_iter: usize) -> Self

Set maximum iterations

pub fn tolerance(self, tol: f64) -> Self

Set convergence tolerance

pub fn random_state(self, random_state: u64) -> Self

Set random state for reproducibility

pub fn build(self) -> MarkovRandomFieldMixture<Untrained>

Build the Markov Random Field mixture model

Trait Implementations

impl Clone for MarkovRandomFieldMixtureBuilder

fn clone(&self) -> MarkovRandomFieldMixtureBuilder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MarkovRandomFieldMixtureBuilder

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

Formats the value using the given formatter.