This package is considered a duplicate. The official version of this package is found at:https://timbeechey.r-universe.dev/clubpro

Package: clubpro 0.6.2

Timothy Beechey

clubpro: Classification Using Binary Procrustes Rotation

Implements a classification method described by Grice (2011, ISBN:978-0-12-385194-9) using binary procrustes rotation; a simplified version of procrustes rotation.

Authors:Timothy Beechey [aut, cre]

clubpro_0.6.2.tar.gz
clubpro_0.6.2.zip(r-4.7-x86_64)clubpro_0.6.2.zip(r-4.7-arm64)clubpro_0.6.2.zip(r-4.6-x86_64)clubpro_0.6.2.zip(r-4.6-arm64)
clubpro_0.6.2.tar.gz(r-4.7-arm64)clubpro_0.6.2.tar.gz(r-4.7-x86_64)clubpro_0.6.2.tar.gz(r-4.6-arm64)clubpro_0.6.2.tar.gz(r-4.6-x86_64)
clubpro_0.6.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
clubpro/json (API)

# Install 'clubpro' in R:

install.packages('clubpro', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/timbeechey/clubpro/issues

Pkgdown/docs site:https://timbeechey.github.io

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

caffeine - Caffeine data
jellyfish - Jellyfish dimension data

On CRAN:

openblas cpp openmp

2.70 score 4 scripts 463 downloads 13 exports 4 dependencies

Last updated from:fcbcd39f1e. Checks:10 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	135
linux-devel-x86_64	OK	109
source / vignettes	OK	186
linux-release-arm64	OK	94
linux-release-x86_64	OK	106
windows-devel-arm64	OK	187
windows-devel-x86_64	OK	146
windows-release-arm64	OK	206
windows-release-x86_64	OK	106
wasm-release	OK	112

Exports:accuracy club compare csi cval individual_results median_csi n_ambiguous n_correct n_incorrect pcc pcc_replicates threshold

Dependencies:lattice Rcpp RcppArmadillo RcppProgress

clubpro

Background | Set up | Classifying catch location by jellyfish size | References

Rendered fromclubpro.Rmdusingknitr::rmarkdown

Last update: 2024-04-17
Started: 2024-03-13

Citation

Readme and manuals

Help Manual

Help page	Topics
Classification accuracy for each observation.	accuracy
Convert the output of csi() to a data.frame.	as.data.frame.clubprocsi
Convert the output of pcc_replicates() to a data.frame.	as.data.frame.clubprorand
Caffeine data	caffeine
Classify observations.	club
Compare models.	compare
Classification strength indices.	csi
Chance value.	cval
Individual level classification results.	individual_results
Jellyfish dimension data	jellyfish
Median classification strength index.	median_csi
Number of ambiguous classifications.	n_ambiguous
Number of correct classifications.	n_correct
Number of incorrect classifications.	n_incorrect
Percentage of correct classifications.	pcc
PCC replicates.	pcc_replicates
Plot accuracy.	plot.clubproaccuracy
Plot model comparison.	plot.clubprocomparison
Plot classification strength indices.	plot.clubprocsi
Plot classification accuracy.	plot.clubprofit
Plot predictions.	plot.clubpropredictions
Plot PCC replicates.	plot.clubprorand
Plot PCC as a function of binary category boundary location.	plot.clubprothreshold
Predicted category for each observation.	predict.clubprofit
Generate a summary of a comparison of clubprofit models.	summary.clubprocomparison
Generate a summary of results from a fitted clubpro model.	summary.clubprofit
Classification strength indices.	threshold

Package: clubpro 0.6.2

clubpro: Classification Using Binary Procrustes Rotation

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)