testarguments: Test (Multiple) Arguments of a User-Defined Prediction Algorithm

Finding the best values for user-specified arguments of a prediction algorithm can be difficult, particularly if there is an interaction between argument levels. This package automates the testing of any user-defined prediction algorithm over an arbitrary number of arguments. It includes functions for testing the algorithm over the given arguments with respect to an arbitrary number of user-defined diagnostics, visualising the results of these tests, and finding the optimal argument combinations with respect to each diagnostic.

Package details

AuthorMatthew Sainsbury-Dale [aut, cre]
MaintainerMatthew Sainsbury-Dale <msainsburydale@gmail.com>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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testarguments documentation built on May 28, 2021, 9:06 a.m.