Struct L1RegularizedGMMBuilder 

pub struct L1RegularizedGMMBuilder { /* private fields */ }

Builder for L1 Regularized GMM

Implementations

impl L1RegularizedGMMBuilder

pub fn new() -> Self

Create a new builder

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

Set number of components

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

Set L1 regularization parameter

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

Set covariance type

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

Set maximum iterations

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

Set convergence tolerance

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

Set covariance regularization

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

Set random state

pub fn build(self) -> L1RegularizedGMM<Untrained>

Build the model

Trait Implementations

impl Clone for L1RegularizedGMMBuilder

fn clone(&self) -> L1RegularizedGMMBuilder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for L1RegularizedGMMBuilder

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

Formats the value using the given formatter.

impl Default for L1RegularizedGMMBuilder

fn default() -> Self

Returns the “default value” for a type.