| Name : R-fpc
| |
| Version : 2.1_9
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.23
| Date : 2024-06-14 10:45:56
|
| Group : Development/Libraries/Other
| Source RPM : R-fpc-2.1_9-lp153.2.23.src.rpm
|
| Size : 0.62 MB
| |
| Packager : (none)
| |
| Summary : Flexible procedures for clustering
|
Description :
Various methods for clustering and cluster validation. Fixed point
clustering. Linear regression clustering. Clustering by merging Gaussian
mixture components. Symmetric and asymmetric discriminant projections for
visualisation of the separation of groupings. Cluster validation
statistics for distance based clustering including corrected Rand index.
Cluster-wise cluster stability assessment. Methods for estimation of the
number of clusters: Calinski-Harabasz, Tibshirani and Walther\'s prediction
strength, Fang and Wang\'s bootstrap stability. Gaussian/multinomial
mixture fitting for mixed continuous/categorical variables. Variable-wise
statistics for cluster interpretation. DBSCAN clustering. Interface
functions for many clustering methods implemented in R, including
estimating the number of clusters with kmeans, pam and clara. Modality
diagnosis for Gaussian mixtures. For an overview see package?fpc.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/released/openSUSE_Leap_15.3/x86_64 |
