Enum NormalizationMethod

pub enum NormalizationMethod {
    MinMax,
    MinMaxCustom(f64, f64),
    ZScore,
    MaxAbs,
    L1,
    L2,
    Robust,
}

Method of normalization to apply

Variants

MinMax

Min-max normalization (scales values to [0, 1] range)

MinMaxCustom(f64, f64)

Min-max normalization to custom range

ZScore

Z-score standardization (zero mean, unit variance)

MaxAbs

Max absolute scaling (scales by maximum absolute value)

L1

L1 normalization (divide by sum of absolute values)

L2

L2 normalization (divide by Euclidean norm)

Robust

Robust scaling using median and IQR (robust to outliers)

Trait Implementations

impl Clone for NormalizationMethod

fn clone(&self) -> NormalizationMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NormalizationMethod

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

Formats the value using the given formatter.

impl PartialEq for NormalizationMethod

fn eq(&self, other: &NormalizationMethod) -> bool

Tests for self and other values to be equal, and is used by ==.

const fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Copy for NormalizationMethod

impl StructuralPartialEq for NormalizationMethod