Expand description
Functional classification with mixed scalar/functional predictors.
Implements supervised classification for functional data using:
fclassif_lda/fclassif_qda— FPC + LDA/QDA pipelinefclassif_knn— FPC + k-NN classifierfclassif_kernel— Nonparametric kernel classifier with mixed predictorsfclassif_dd— Depth-based DD-classifierfclassif_cv— Cross-validated error rate
Structs§
- Classif
CvResult - Cross-validation result.
- Classif
Result - Classification result.
Functions§
- fclassif_
cv - K-fold cross-validated error rate for functional classification.
- fclassif_
dd - fclassif_
kernel - Nonparametric kernel classifier for functional data with optional scalar covariates.
- fclassif_
knn - FPC + k-NN classification.
- fclassif_
lda - FPC + LDA classification.
- fclassif_
qda - FPC + QDA classification.