Struct KcfcResult 

#[non_exhaustive]
pub struct KcfcResult {
    pub cluster: Vec<usize>,
    pub fpca_models: Vec<Option<FpcaResult>>,
    pub reconstruction_errors: FdMatrix,
    pub iterations: usize,
    pub converged: bool,
}

Result of kCFC per-cluster FPCA clustering.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

cluster: Vec<usize>

Cluster assignment for each curve (0-based, contiguous, length n).

fpca_models: Vec<Option<FpcaResult>>

Per-cluster FPCA models.

fpca_models[k] is None if cluster k was empty at convergence.

reconstruction_errors: FdMatrix

Reconstruction error matrix (n × k).

reconstruction_errors[(i, k)] is the L2 squared reconstruction error of curve i against cluster k’s FPCA model.

iterations: usize

Number of iterations performed.

converged: bool

Whether the algorithm converged (no label changes in the last iteration).

Trait Implementations

impl Clone for KcfcResult

fn clone(&self) -> KcfcResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for KcfcResult

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

Formats the value using the given formatter.