Struct FeatureImportanceResult 

pub struct FeatureImportanceResult {
    pub importances: Vec<f64>,
    pub std_devs: Vec<f64>,
    pub feature_names: Option<Vec<String>>,
    pub baseline_score: f64,
    pub ranking: Vec<usize>,
}

Feature importance result.

Fields

importances: Vec<f64>

Importance scores per feature.

std_devs: Vec<f64>

Standard deviations of importance scores.

feature_names: Option<Vec<String>>

Feature names if provided.

baseline_score: f64

Baseline score (without permutation).

ranking: Vec<usize>

Ranked feature indices (most important first).

Trait Implementations

impl Clone for FeatureImportanceResult

fn clone(&self) -> FeatureImportanceResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FeatureImportanceResult

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for FeatureImportanceResult

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for FeatureImportanceResult

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.