Struct CorrelationRedundancy 

pub struct CorrelationRedundancy { /* private fields */ }

Correlation-based redundancy measures

Implementations

impl CorrelationRedundancy

pub fn new(correlation_threshold: f64, absolute_correlation: bool) -> Self

Create a new correlation redundancy analyzer

pub fn compute( &self, X: ArrayView2<'_, f64>, feature_indices: &[usize], ) -> Result<f64>

Compute pairwise correlation redundancy for selected features

pub fn identify_redundant_pairs( &self, X: ArrayView2<'_, f64>, feature_indices: &[usize], ) -> Result<Vec<(usize, usize, f64)>>

Identify highly correlated feature pairs

Trait Implementations

impl Clone for CorrelationRedundancy

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CorrelationRedundancy

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

Formats the value using the given formatter.