Skip to main content

fclassif_cv

Function fclassif_cv 

Source
pub fn fclassif_cv(
    data: &FdMatrix,
    argvals: &[f64],
    y: &[usize],
    covariates: Option<&FdMatrix>,
    method: &str,
    ncomp: usize,
    nfold: usize,
    seed: u64,
) -> Option<ClassifCvResult>
Expand description

K-fold cross-validated error rate for functional classification.

§Arguments

  • data — Functional data (n × m)
  • argvals — Evaluation points
  • y — Class labels
  • covariates — Optional scalar covariates
  • method — “lda”, “qda”, “knn”, “kernel”, “dd”
  • ncomp — Number of FPC components (for lda/qda/knn)
  • nfold — Number of CV folds
  • seed — Random seed for fold assignment