Package: fakmct 0.1.0

fakmct: Fuzzy Adaptive Resonance Theory K-Means Clustering Technique

A set of function for clustering data observation with hybrid method Fuzzy ART and K-Means by Sengupta, Ghosh & Dan (2011) <doi:10.1080/0951192X.2011.602362>.

Authors:Alfi Nurrahmah [aut, cre] Budi Yuniarto [aut]

fakmct_0.1.0.tar.gz
fakmct_0.1.0.zip(r-4.5)fakmct_0.1.0.zip(r-4.4)fakmct_0.1.0.zip(r-4.3)
fakmct_0.1.0.tgz(r-4.4-any)fakmct_0.1.0.tgz(r-4.3-any)
fakmct_0.1.0.tar.gz(r-4.5-noble)fakmct_0.1.0.tar.gz(r-4.4-noble)
fakmct_0.1.0.tgz(r-4.4-emscripten)fakmct_0.1.0.tgz(r-4.3-emscripten)
fakmct.pdf |fakmct.html✨
fakmct/json (API)

# Install 'fakmct' in R:

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

Bug tracker:https://github.com/alfinurrahmah/fakmct/issues

Datasets:

simulatedataIPM - Sample Data for simulate analysis data

On CRAN:

2.70 score 1 stars 4 scripts 577 downloads 8 exports 0 dependencies

Last updated 2 years agofrom:60cefd3463. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 31 2024
R-4.5-win	OK	Oct 31 2024
R-4.5-linux	OK	Oct 31 2024
R-4.4-win	OK	Oct 31 2024
R-4.4-mac	OK	Oct 31 2024
R-4.3-win	OK	Oct 31 2024
R-4.3-mac	OK	Oct 31 2024

Exports:choice_function fakmct fuzzy_and fuzzy_norm linalg_norm match_function update_weight vigilance_check

Dependencies:

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Choice Function	choice_function
Fuzzy Adaptive Resonance Theory (ART) K-Means Clustering Technique	fakmct
Fuzzy And Function	fuzzy_and
Fuzzy Norm	fuzzy_norm
Linear Algebra for Euclidean distance	linalg_norm
Match function	match_function
Sample Data for simulate analysis data (Using IPM 2019)	simulatedataIPM
Update weight	update_weight
Vigilance check	vigilance_check