Struct FittedCca 

pub struct FittedCca {
    pub x_mean: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>,
    pub y_mean: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>,
    pub x_weights: ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>,
    pub y_weights: ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>,
    pub canonical_correlations: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>,
}

Fields

x_mean: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>

y_mean: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>

x_weights: ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>

X loadings, shape (n_features_x, n_components).

y_weights: ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>

Y loadings, shape (n_features_y, n_components).

canonical_correlations: ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>

Canonical correlations (diagonal of the cross-covariance SVD).

Implementations

impl FittedCca

pub fn transform_x( &self, x: &ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, RustMlError>

Project X into canonical x-space: (X − x̄) · x_weights.

pub fn transform_y( &self, y: &ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ) -> Result<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, RustMlError>

Project Y into canonical y-space: (Y − ȳ) · y_weights.

Trait Implementations

impl Clone for FittedCca

fn clone(&self) -> FittedCca

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FittedCca

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for FittedCca

fn deserialize<__D>( __deserializer: __D, ) -> Result<FittedCca, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for FittedCca

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

where __S: Serializer,

Serialize this value into the given Serde serializer.