RelevanceAssessment

sklears_feature_selection::evaluation

Struct RelevanceAssessment 

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pub struct RelevanceAssessment {
    pub information_gain_scores: Vec<f64>,
    pub chi_square_scores: Vec<f64>,
    pub f_statistic_scores: Vec<f64>,
    pub correlation_scores: Vec<f64>,
    pub relief_scores: Vec<f64>,
    pub feature_indices: Vec<usize>,
    pub average_information_gain: f64,
    pub average_chi_square: f64,
    pub average_f_statistic: f64,
    pub average_correlation: f64,
    pub average_relief: f64,
}
Expand description

Comprehensive relevance assessment results

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§information_gain_scores: Vec<f64>§chi_square_scores: Vec<f64>§f_statistic_scores: Vec<f64>§correlation_scores: Vec<f64>§relief_scores: Vec<f64>§feature_indices: Vec<usize>§average_information_gain: f64§average_chi_square: f64§average_f_statistic: f64§average_correlation: f64§average_relief: f64

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impl RelevanceAssessment

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pub fn report(&self) -> String

Generate comprehensive relevance report

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pub fn get_top_features(&self, n: usize) -> Vec<(usize, f64)>

Get top N features by relevance score (using average of normalized scores)

Trait Implementations§

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impl Clone for RelevanceAssessment

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fn clone(&self) -> RelevanceAssessment

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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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