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origami (version 0.8.0)

Generalized Framework for Cross-Validation

Description

Provides a general framework for the application of cross-validation schemes to particular functions. By allowing arbitrary lists of results, origami accommodates a range of cross-validation applications.

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Install

install.packages('origami')

Monthly Downloads

3,162

Version

0.8.0

License

GPL-3

Issues

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Maintainer

Jeremy Coyle

Last Published

June 23rd, 2017

Functions in origami (0.8.0)

cross_validate

Main Cross-Validation Function
fold_from_foldvec

Build a Fold Object for V-Fold CV
Combiners

Combiners
combine_results

Combine Results from Different Folds
make_folds

Make List of Folds for cross-validation
make_repeated_folds

Repeated Cross-Validation
fold_funs

Cross-Validation Schemes
fold_helpers

Fold Helpers
guess_combiner

Flexible Guessing and Mapping for Combining Data Types
make_fold

Fold