tradeoffaucdim (version 0.1.0)

Plotting Trade-Off AUC-Dimensionality

Description

Perform and Runtime statistical comparisons between models. This package aims at choosing the best model for a particular dataset, regarding its discriminant power and runtime.

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Install

install.packages('tradeoffaucdim')

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Version

0.1.0

License

MIT + file LICENSE

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Repository

https://github.com/luisgarcez11/tradeoffaucdim

Maintainer

Luis Garcez

Last Published

May 2nd, 2025

Functions in tradeoffaucdim (0.1.0)

plot_curve

Plot curve

obj4

Example Object returned from summary_statistics

Example Object returned from bootstrap_data

bootstrap_data

Bootstrap data

define_indepvars

Define independent variables

Example Object returned from apply_model

bananaquality_sample

Banana Quality Subset

obj6

Example Object returned from compare_test

bananaquality

Banana Quality

obj2

Example Object returned from define_indepvars_outcome

%>%

Pipe operator

obj5

Example Object returned from plot_curve