The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
S4 tool box for capacity (or non-additive measure, fuzzy measure) and integral manipulation in a finite setting. It contains routines for handling various types of set functions such as games or capacities. It can be used to compute several non-additive integrals: the Choquet integral, the Sugeno integral, and the symmetric and asymmetric Choquet integrals. An analysis of capacities in terms of decision behavior can be performed through the computation of various indices such as the Shapley value, the interaction index, the orness degree, etc. The well-known Möbius transform, as well as other equivalent representations of set functions can also be computed. Kappalab further contains seven capacity identification routines: three least squares based approaches, a method based on linear programming, a maximum entropy like method based on variance minimization, a minimum distance approach and an unsupervised approach based on parametric entropies. The functions contained in Kappalab can for instance be used in the framework of multicriteria decision making or cooperative game theory.
| Version: | 0.4-12 |
| Depends: | R (≥ 2.1.0), methods, lpSolve, quadprog, kernlab |
| Published: | 2023-11-07 |
| DOI: | 10.32614/CRAN.package.kappalab |
| Author: | Michel Grabisch, Ivan Kojadinovic, Patrick Meyer. |
| Maintainer: | Ivan Kojadinovic <ivan.kojadinovic at univ-pau.fr> |
| License: | CeCILL version 2 | CECILL-2.1 [expanded from: CeCILL] |
| NeedsCompilation: | yes |
| CRAN checks: | kappalab results |
| Reference manual: | kappalab.pdf |
| Package source: | kappalab_0.4-12.tar.gz |
| Windows binaries: | r-devel: kappalab_0.4-12.zip, r-release: kappalab_0.4-12.zip, r-oldrel: kappalab_0.4-12.zip |
| macOS binaries: | r-release (arm64): kappalab_0.4-12.tgz, r-oldrel (arm64): kappalab_0.4-12.tgz, r-release (x86_64): kappalab_0.4-12.tgz, r-oldrel (x86_64): kappalab_0.4-12.tgz |
| Old sources: | kappalab archive |
| Reverse depends: | CPP, GameTheory |
| Reverse imports: | ic.infer |
Please use the canonical form https://CRAN.R-project.org/package=kappalab to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.