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testarguments  

Test (Multiple) Arguments of a User-Defined Prediction Algorithm
View on CRAN: Click here


Download and install testarguments package within the R console
Install from CRAN:
install.packages("testarguments")

Install from Github:
library("remotes")
install_github("cran/testarguments")

Install by package version:
library("remotes")
install_version("testarguments", "0.0.1")



Attach the package and use:
library("testarguments")
Maintained by
Matthew Sainsbury-Dale
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-28
Latest Update: 2021-05-28
Description:
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.
How to cite:
Matthew Sainsbury-Dale (2021). testarguments: Test (Multiple) Arguments of a User-Defined Prediction Algorithm. R package version 0.0.1, https://cran.r-project.org/web/packages/testarguments. Accessed 21 Nov. 2024.
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Complete documentation for testarguments
Functions, R codes and Examples using the testarguments R package
Some associated functions: c-testargs-method . optimal_arguments . plot_diagnostics . test_arguments . testargs-class . 
Some associated R codes: AllClass.R . c.R . optimal_arguments.R . plot_diagnostics.R . test_arguments.R . testarguments.R .  Full testarguments package functions and examples
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