Enum PreprocessingStep 

pub enum PreprocessingStep {
    FeatureScaling {
        method: String,
    },
    MissingDataImputation {
        strategy: String,
    },
    OutlierHandling {
        method: String,
        threshold: f64,
    },
    FeatureSelection {
        method: String,
        n_features: usize,
    },
    DimensionalityReduction {
        method: String,
        n_components: usize,
    },
}

Preprocessing steps for baseline pipelines

Variants

FeatureScaling

Feature scaling/normalization

Fields

method: String

MissingDataImputation

Missing data imputation

Fields

strategy: String

OutlierHandling

Outlier detection and removal

Fields

method: String

threshold: f64

FeatureSelection

Feature selection

Fields

method: String

n_features: usize

DimensionalityReduction

Dimensionality reduction

Fields

method: String

n_components: usize

Trait Implementations

impl Clone for PreprocessingStep

fn clone(&self) -> PreprocessingStep

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PreprocessingStep

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

Formats the value using the given formatter.