Struct OptimizedLinearDiscriminantAnalysis 

pub struct OptimizedLinearDiscriminantAnalysis { /* private fields */ }

High-performance discriminant analysis with SIMD and parallel optimizations

Implementations

impl OptimizedLinearDiscriminantAnalysis

pub fn new(config: PerformanceConfig) -> Self

Create new optimized LDA instance

pub fn fit( &mut self, x: ArrayView2<'_, f64>, y: ArrayView1<'_, i32>, ) -> Result<LDAResult>

Fit LDA with performance optimizations

pub fn get_metrics(&self) -> Option<&PerformanceMetrics>

Get performance metrics from last operation

pub fn transform( &self, x: ArrayView2<'_, f64>, result: &LDAResult, ) -> Result<Array2<f64>>

Transform data with optimizations

Trait Implementations

impl Clone for OptimizedLinearDiscriminantAnalysis

fn clone(&self) -> OptimizedLinearDiscriminantAnalysis

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OptimizedLinearDiscriminantAnalysis

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

Formats the value using the given formatter.