RedundancyAssessment

sklears_feature_selection::evaluation

Struct RedundancyAssessment 

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pub struct RedundancyAssessment {
    pub correlation_redundancy_score: f64,
    pub mutual_information_redundancy_score: f64,
    pub average_vif: f64,
    pub max_vif: f64,
    pub redundant_correlation_pairs: Vec<(usize, usize, f64)>,
    pub high_vif_features: Vec<(usize, f64)>,
    pub vif_scores: Vec<f64>,
    pub n_features: usize,
}
Expand description

Comprehensive redundancy assessment results

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§correlation_redundancy_score: f64§mutual_information_redundancy_score: f64§average_vif: f64§max_vif: f64§redundant_correlation_pairs: Vec<(usize, usize, f64)>§high_vif_features: Vec<(usize, f64)>§vif_scores: Vec<f64>§n_features: usize

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impl RedundancyAssessment

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pub fn report(&self) -> String

Generate comprehensive redundancy report

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impl Clone for RedundancyAssessment

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fn clone(&self) -> RedundancyAssessment

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for RedundancyAssessment

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

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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