Paketti: r-cran-genieclust (1.1.3-1)

[ Source: r-cran-genieclust  ]

GNU R Genie++ Hierarchical Clustering Algorithm with Noise Points Detection

A retake on the Genie algorithm - a robust hierarchical clustering method (Gagolewski, Bartoszuk, Cena, 2016 <DOI:10.1016/j.ins.2016.05.003>). Now faster and more memory efficient; determining the whole hierarchy for datasets of 10M points in low dimensional Euclidean spaces or 100K points in high-dimensional ones takes only 1-2 minutes. Allows clustering with respect to mutual reachability distances so that it can act as a noise point detector or a robustified version of 'HDBSCAN*' (that is able to detect a predefined number of clusters and hence it does not dependent on the somewhat fragile 'eps' parameter).

The package also features an implementation of economic inequity indices (the Gini, Bonferroni index) and external cluster validity measures (partition similarity scores; e.g., the adjusted Rand, Fowlkes-Mallows, adjusted mutual information, pair sets index).

See also the 'Python' version of 'genieclust' available on 'PyPI', which supports sparse data, more metrics, and even larger datasets.

Muut pakettiin r-cran-genieclust liittyvät paketit

• dep: libc6 (>= 2.29)

  GNU-C-kirjasto: jaetut kirjastot
  myös näennäispaketti, jonka toteuttaa libc6-udeb

• dep: libgcc-s1 (>= 3.0) [ei armel, armhf]

  GCC:n apukirjasto

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 (>= 11)

  GNU standardi C++ -kirjasto, versio 3

• dep: r-api-4.0

  näennäispaketti, jonka toteuttaa r-base-core

• dep: r-base-core (>= 4.2.2.20221110-2)

  GNU R core of statistical computation and graphics system

• dep: r-cran-rcpp (>= 1.0.4)

  GNU R package for Seamless R and C++ Integration

Imuroi r-cran-genieclust

Imurointi kaikille saataville arkkitehtuureille

Arkkitehtuuri	Paketin koko	Koko asennettuna	Tiedostot
amd64	206.7 kt	529.0 kt	[tiedostoluettelo]
arm64	186.7 kt	546.0 kt	[tiedostoluettelo]
armel	189.6 kt	472.0 kt	[tiedostoluettelo]
armhf	187.1 kt	392.0 kt	[tiedostoluettelo]
i386	215.2 kt	543.0 kt	[tiedostoluettelo]
mips64el	186.8 kt	632.0 kt	[tiedostoluettelo]
mipsel	186.7 kt	559.0 kt	[tiedostoluettelo]
ppc64el	204.4 kt	609.0 kt	[tiedostoluettelo]
s390x	195.7 kt	545.0 kt	[tiedostoluettelo]