| Name : R-ConsRankClass
| |
| Version : 1.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.16.5
| Date : 2024-06-14 12:07:32
|
| Group : Development/Libraries/Other
| Source RPM : R-ConsRankClass-1.0.1-lp153.16.5.src.rpm
|
| Size : 0.20 MB
| |
| Packager : (none)
| |
| Summary : Classification and Clustering of Preference Rankings
|
Description :
Tree-based classification and soft-clustering method for preference
rankings, with tools for external validation of fuzzy clustering. It
contains the recursive partitioning algorithm for preference rankings,
non-parametric tree-based method for a matrix of preference rankings as
a response variable. It contains also the distribution-free soft
clustering method for preference rankings, namely the K-median cluster
component analysis (CCA). The package depends on the \'ConsRank\' R
package. Options for validate the tree-based method are both test-set
procedure and V-fold cross validation. The package contains the
routines to compute the adjusted concordance index (a fuzzy version of
the adjusted rand index) and the normalized degree of concordance (the
corresponding fuzzy version of the rand index). Essential references:
D\'Ambrosio, A., Amodio, S., Iorio, C., Pandolfo, G., and Siciliano, R.
(2021) < doi:10.1007/s00357-020-09367-0> D\'Ambrosio, A., and Heiser,
W.J. (2019) < doi:10.1007/s41237-018-0069-5> D\'Ambrosio, A., and Heiser
W.J. (2016) < doi:10.1007/s11336-016-9505-1> Hullermeier, E., Rifqi,
M., Henzgen, S., and Senge, R. (2012) < doi:10.1109/TFUZZ.2011.2179303>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
