Struct FeatureInteractionDetector 

pub struct FeatureInteractionDetector { /* private fields */ }

Feature interaction detector

Implementations

impl FeatureInteractionDetector

pub fn new() -> Self

Create a new feature interaction detector

pub fn interaction_type(self, interaction_type: InteractionType) -> Self

Set interaction type

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

Set maximum number of interactions to detect

pub fn min_correlation(self, min_corr: f64) -> Self

Set minimum correlation threshold

pub fn method(self, method: DetectionMethod) -> Self

Set detection method

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

Set threshold for detection

pub fn detect_interactions( &self, x: &ArrayView2<'_, Float>, y: Option<&ArrayView1<'_, Float>>, ) -> SklResult<Vec<FeatureInteraction>>

Detect feature interactions

Trait Implementations

impl Default for FeatureInteractionDetector

fn default() -> Self

Returns the “default value” for a type.