Struct ClassicalPreprocessingConfig 

pub struct ClassicalPreprocessingConfig {
    pub feature_scaling: bool,
    pub scaling_method: ScalingMethod,
    pub enable_pca: bool,
    pub pca_components: Option<usize>,
    pub encoding_method: DataEncodingMethod,
    pub feature_selection: FeatureSelectionConfig,
}

Classical preprocessing configuration

Fields

feature_scaling: bool

Enable feature scaling

scaling_method: ScalingMethod

Scaling method

enable_pca: bool

Principal Component Analysis

pca_components: Option<usize>

Number of PCA components

encoding_method: DataEncodingMethod

Data encoding method

feature_selection: FeatureSelectionConfig

Feature selection

Trait Implementations

impl Clone for ClassicalPreprocessingConfig

fn clone(&self) -> ClassicalPreprocessingConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClassicalPreprocessingConfig

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

Formats the value using the given formatter.

impl Default for ClassicalPreprocessingConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ClassicalPreprocessingConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ClassicalPreprocessingConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.