Function fclassif_kernel 

pub fn fclassif_kernel(
    data: &FdMatrix,
    argvals: &[f64],
    y: &[usize],
    covariates: Option<&FdMatrix>,
    h_func: f64,
    h_scalar: f64,
) -> Option<ClassifResult>

Nonparametric kernel classifier for functional data with optional scalar covariates.

Uses product kernel: K_func × K_scalar. Bandwidth selected by LOO-CV.

Arguments

• data — Functional data (n × m)
• argvals — Evaluation points
• y — Class labels
• covariates — Optional scalar covariates (n × p)
• h_func — Functional bandwidth (0 = auto via LOO-CV)
• h_scalar — Scalar bandwidth (0 = auto)