Struct AdaptiveStreamingGMMBuilder 

pub struct AdaptiveStreamingGMMBuilder { /* private fields */ }

Builder for Adaptive Streaming GMM

Implementations

impl AdaptiveStreamingGMMBuilder

pub fn new() -> Self

Create a new builder with default configuration

pub fn min_components(self, min: usize) -> Self

Set minimum components

pub fn max_components(self, max: usize) -> Self

Set maximum components

pub fn creation_criterion(self, criterion: CreationCriterion) -> Self

Set creation criterion

pub fn deletion_criterion(self, criterion: DeletionCriterion) -> Self

Set deletion criterion

pub fn drift_detection(self, method: DriftDetectionMethod) -> Self

Set drift detection method

pub fn learning_rate(self, lr: f64) -> Self

Set learning rate

pub fn decay_rate(self, decay: f64) -> Self

Set learning rate decay

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

Build the model

Trait Implementations

impl Clone for AdaptiveStreamingGMMBuilder

fn clone(&self) -> AdaptiveStreamingGMMBuilder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdaptiveStreamingGMMBuilder

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

Formats the value using the given formatter.

impl Default for AdaptiveStreamingGMMBuilder

fn default() -> Self

Returns the “default value” for a type.