Enum ScalingMethod 

pub enum ScalingMethod {
    StandardScaler,
    MinMaxScaler,
    RobustScaler,
    QuantileUniform,
    PowerTransformer,
}

Scaling methods for classical preprocessing

Variants

StandardScaler

Standard scaling (z-score normalization)

MinMaxScaler

Min-max scaling

RobustScaler

Robust scaling

QuantileUniform

Quantile uniform scaling

PowerTransformer

Power transformation

Trait Implementations

impl Clone for ScalingMethod

fn clone(&self) -> ScalingMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ScalingMethod

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ScalingMethod

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for ScalingMethod

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

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

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 Serialize for ScalingMethod

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for ScalingMethod

impl Eq for ScalingMethod

impl StructuralPartialEq for ScalingMethod