Struct OutlierTransformationConfig 

pub struct OutlierTransformationConfig {
    pub method: OutlierTransformationMethod,
    pub outlier_threshold: Float,
    pub detection_method: String,
    pub lower_percentile: Float,
    pub upper_percentile: Float,
    pub smoothing_window: usize,
    pub n_quantiles: usize,
    pub handle_negatives: bool,
    pub log_epsilon: Float,
    pub feature_wise: bool,
}

Configuration for outlier transformation

Fields

method: OutlierTransformationMethod

Transformation method to apply

outlier_threshold: Float

Threshold for outlier detection (used with interpolation/smoothing)

detection_method: String

Method for outlier detection (z-score, iqr, percentile)

lower_percentile: Float

Lower percentile for trimming (default: 1.0)

upper_percentile: Float

Upper percentile for trimming (default: 99.0)

smoothing_window: usize

Window size for smoothing (default: 5)

n_quantiles: usize

Number of quantiles for quantile transformation (default: 1000)

handle_negatives: bool

Whether to handle negative values by shifting (default: true)

log_epsilon: Float

Small constant to add before log transformation to avoid zeros

feature_wise: bool

Whether to apply transformation feature-wise (default: true)

Trait Implementations

impl Clone for OutlierTransformationConfig

fn clone(&self) -> OutlierTransformationConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for OutlierTransformationConfig

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

Formats the value using the given formatter.

impl Default for OutlierTransformationConfig

fn default() -> Self

Returns the “default value” for a type.