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Module cv

Module cv 

Source
Expand description

Cross-validation utilities and unified CV framework.

This module provides:

  • Shared fold assignment utilities used across all CV functions
  • cv_fdata: Generic k-fold + repeated CV framework (R’s cv.fdata)

Structs§

CvFdataResult
Result of unified cross-validation.

Enums§

CvMetrics
Cross-validation metrics.
CvType
Type of cross-validation task.

Functions§

create_folds
Assign observations to folds (deterministic given seed).
create_stratified_folds
Assign observations to stratified folds (classification).
cv_fdata
Generic k-fold + repeated cross-validation framework (R’s cv.fdata).
fold_indices
Split indices into train and test sets for a given fold.
subset_rows
Extract a sub-matrix from an FdMatrix by selecting specific row indices.
subset_vec
Extract elements from a slice by indices.