Package: detectXOR 0.2.0

Jorn Lotsch

detectXOR: XOR Pattern Detection and Visualization

Provides tools for detecting XOR-like patterns in variable pairs in two-class data sets. Includes visualizations for pattern exploration and reporting capabilities with both text and HTML output formats.

Authors:Jorn Lotsch [aut, cre], Alfred Ultsch [aut]

detectXOR_0.2.0.tar.gz
detectXOR_0.2.0.zip(r-4.7-any)detectXOR_0.2.0.zip(r-4.6-any)detectXOR_0.2.0.zip(r-4.5-any)
detectXOR_0.2.0.tgz(r-4.6-any)detectXOR_0.2.0.tgz(r-4.5-any)
detectXOR_0.2.0.tar.gz(r-4.7-any)detectXOR_0.2.0.tar.gz(r-4.6-any)
detectXOR_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
detectXOR/json (API)

# Install 'detectXOR' in R:

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

Bug tracker:https://github.com/jornlotsch/detectxor/issues

Datasets:

XOR_data - Synthetic XOR Pattern Dataset

On CRAN:

2.70 score 4 scripts 240 downloads 5 exports 95 dependencies

Last updated from:8c0ddff3ca. Checks:2 NOTE, 7 OK. Indexed: yes.

Target	Result	Time
linux-devel	NOTE	161
source / vignettes	OK	200
linux-release	OK	170
macos-release	OK	141
macos-oldrel	OK	149
windows-devel	NOTE	120
windows-release	OK	123
windows-oldrel	OK	119
wasm-release	OK	131

Exports:detect_xor generate_spaghetti_plot_from_results generate_xor_reportConsole generate_xor_reportHTML generate_xy_plot_from_results

Dependencies:askpass base64enc bit bit64 boot bslib cachem cellranger class cli clipr cpp11 crayon curl data.table DescTools digest dplyr e1071 evaluate Exact expm farver fastmap fontawesome forcats fs generics ggh4x ggplot2 ggthemes gld glue gtable haven highr hms htmltools httr isoband jquerylib jsonlite kableExtra knitr labeling lattice lifecycle lmom magrittr MASS Matrix memoise mime mvtnorm openssl pillar pkgconfig plyr prettyunits progress proxy purrr R6 rappdirs RColorBrewer Rcpp readr readxl rematch reshape2 rlang rmarkdown rootSolve rstudioapi S7 sass scales stringi stringr svglite sys systemfonts textshaping tibble tidyselect tinytex tzdb utf8 vctrs viridisLite vroom withr xfun xml2 yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
XOR Pattern Detection and Visualization	detectXOR-package
Detect XOR-like patterns in pairwise variable relationships	detect_xor
Generate XOR Spaghetti Plots	generate_spaghetti_plot_from_results
Generate XOR Detection Report (Console-friendly)	generate_xor_reportConsole
Generate XOR Detection HTML Report	generate_xor_reportHTML
Generate XOR Scatter Plots	generate_xy_plot_from_results
Synthetic XOR Pattern Dataset	XOR_data