Struct RobustPreprocessorConfig 

pub struct RobustPreprocessorConfig {

    pub strategy: RobustStrategy,
    pub enable_outlier_detection: bool,
    pub enable_outlier_transformation: bool,
    pub enable_outlier_imputation: bool,
    pub enable_robust_scaling: bool,
    pub outlier_threshold: Option<Float>,
    pub detection_method: OutlierDetectionMethod,
    pub transformation_method: OutlierTransformationMethod,
    pub contamination_rate: Float,
    pub adaptive_thresholds: bool,
    pub quantile_range: (Float, Float),
    pub with_centering: bool,
    pub with_scaling: bool,
    pub parallel: bool,
}

Configuration for robust preprocessing

Fields

strategy: RobustStrategy

Overall robust strategy

enable_outlier_detection: bool

Whether to enable outlier detection

enable_outlier_transformation: bool

Whether to enable outlier transformation

enable_outlier_imputation: bool

Whether to enable outlier-aware imputation

enable_robust_scaling: bool

Whether to enable robust scaling

outlier_threshold: Option<Float>

Outlier detection threshold (adaptive if None)

detection_method: OutlierDetectionMethod

Outlier detection method

transformation_method: OutlierTransformationMethod

Transformation method for outliers

contamination_rate: Float

Contamination rate (expected proportion of outliers)

adaptive_thresholds: bool

Whether to use adaptive thresholds

quantile_range: (Float, Float)

Quantile range for robust scaling

with_centering: bool

Whether to center data in robust scaling

with_scaling: bool

Whether to scale data in robust scaling

parallel: bool

Parallel processing configuration

Implementations

impl RobustPreprocessorConfig

pub fn conservative() -> Self

Create configuration for conservative robust preprocessing

pub fn moderate() -> Self

Create configuration for moderate robust preprocessing

pub fn aggressive() -> Self

Create configuration for aggressive robust preprocessing

pub fn custom() -> Self

Create custom configuration

Trait Implementations

impl Clone for RobustPreprocessorConfig

fn clone(&self) -> RobustPreprocessorConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RobustPreprocessorConfig

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

Formats the value using the given formatter.

impl Default for RobustPreprocessorConfig

fn default() -> Self

Returns the “default value” for a type.