Package: subspace 1.0.4

Marwan Hassani

subspace: Interface to OpenSubspace

An interface to 'OpenSubspace', an open source framework for evaluation and exploration of subspace clustering algorithms in WEKA (see <http://dme.rwth-aachen.de/de/opensubspace> for more information). Also performs visualization.

Authors:Marwan Hassani [aut, cre], Matthias Hansen [aut], Emmanuel Müller [ctb], Ira Assent [ctb], Stephan Günnemann [ctb], Timm Jansen [ctb], Thomas Seidl [ctb], University of Waikato [ctb, cph]

subspace_1.0.4.tar.gz
subspace_1.0.4.tar.gz(r-4.5-noble)subspace_1.0.4.tar.gz(r-4.4-noble)
subspace_1.0.4.tgz(r-4.4-emscripten)subspace_1.0.4.tgz(r-4.3-emscripten)
subspace.pdf |subspace.html✨
subspace/json (API)

# Install 'subspace' in R:

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

Uses libs:

openjdk– OpenJDK Java runtime, using Hotspot JIT

Datasets:

subspace_dataset - Synthetic Subspace Clustering Dataset

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.56 score 1 packages 12 scripts 197 downloads 7 exports 45 dependencies

Last updated 9 years agofrom:2e2cbabb52. Checks:OK: 1 NOTE: 1. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 08 2024
R-4.5-linux	NOTE	Oct 08 2024

Exports:CLIQUE clustering_from_file clustering_to_file FIRES P3C ProClus SubClu

Dependencies:assertthat base64enc bslib cachem cli colorspace commonmark crayon digest dplyr fansi fastmap fontawesome fs generics ggvis glue htmltools httpuv jquerylib jsonlite later lifecycle magrittr memoise mime pillar pkgconfig promises R6 rappdirs Rcpp rJava rlang sass shiny sourcetools stringi stringr tibble tidyselect utf8 vctrs withr xtable

Help page	Topics
The CLIQUE Algorithm for Subspace Clustering	CLIQUE
Reads a Clustering Object from a File	clustering_from_file
Write a Subspace Clustering to Disk	clustering_to_file
The FIRES Algorithm for Subspace Clustering	FIRES
The P3C Algorithm for Projected Clustering	P3C
Plotting Subspace Clusterings	plot plot.subspace_clustering
The ProClus Algorithm for Projected Clustering	ProClus
The SubClu Algorithm for Subspace Clustering	SubClu
Subspace: An R-Interface to the Subspace and Projected Clustering Algorithms of the OpenSubspace package	subspace-package subspace
Synthetic Subspace Clustering Dataset	subspace_dataset

Package: subspace 1.0.4

subspace: Interface to OpenSubspace

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)