Enum InnerProjection 

pub enum InnerProjection {
    LinearPca(PcaProjection),
    KernelPca(KernelPcaProjection),
}

The projection type used for a category’s inner sphere.

Wraps either a linear PCA or kernel PCA projection, chosen automatically based on the category’s size and measured EVR improvement over the global projection.

Variants

LinearPca(PcaProjection)

Standard linear PCA — chosen for categories meeting InnerSphereConfig::min_size but below kernel_pca_min_size, or when kernel PCA fails to improve over linear by min_kernel_improvement.

KernelPca(KernelPcaProjection)

Gaussian kernel PCA — chosen for categories meeting kernel_pca_min_size where it measurably outperforms linear PCA.

Trait Implementations

impl Clone for InnerProjection

fn clone(&self) -> InnerProjection

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for InnerProjection

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

Formats the value using the given formatter.

impl Projection for InnerProjection

fn project(&self, embedding: &Embedding) -> SphericalPoint

fn project_rich(&self, embedding: &Embedding) -> ProjectedPoint

Project with rich metadata: certainty, intensity, projection magnitude.

fn dimensionality(&self) -> usize