Package: testarguments 0.0.1

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.

Authors:Matthew Sainsbury-Dale [aut, cre]

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testarguments.pdf |testarguments.html✨
testarguments/json (API)

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3 exports 0.00 score 36 dependencies 140 downloads

Last updated 3 years agofrom:39332fed3c. Checks:OK: 7. Indexed: yes.

Exports:optimal_argumentsplot_diagnosticstest_arguments

Dependencies:clicolorspacedplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbletidyselectutf8vctrsviridisLitewithr