select_folds: Select dissimilar sets of folds.

In DrrDom/pfpp: Different convenience functions (file loading, caret model processing, etc)

Select dissimilar sets of folds.

Description

Select most dissimilar folds sets from the input list based on groupwise Tanimoto measure.

Usage

select_folds(
  folds_list,
  max_sets = 10,
  max_sim = 0.8,
  print_sim_matrix = FALSE
)

Arguments

folds_list	list of sets of folds, each element is a vector of folds numbers.
max_sets	maximum number of sets which will be remained
max_sim	maximum similarity value, only sets which have less or equal similarity to all other sets will be remained.

Value

list of sets of folds which are dissimilar to each other

Examples

folds_list <- lapply(1:10, function(i) sample.int(5, 100, TRUE))
selected_folds <- select_folds(folds_list, 5, 0.7)

DrrDom/pfpp documentation built on April 17, 2024, 10:24 a.m.