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kappalab

Non-Additive Measure and Integral Manipulation Functions

v0.4-12 · Nov 7, 2023 · CeCILL

Description

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.

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CRAN Check Status

4 NOTE
10 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ivan Kojadinovic <ivan.kojadinovic@univ-pau.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Grabisch",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Kojadinovic",
                      role = c("aut", "cre"),
                      email = "ivan.kojadinovic@univ-pau.fr"),
               person(given = "Patrick",
                      family = "Meyer.",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ivan Kojadinovic <ivan.kojadinovic@univ-pau.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Grabisch",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Kojadinovic",
                      role = c("aut", "cre"),
                      email = "ivan.kojadinovic@univ-pau.fr"),
               person(given = "Patrick",
                      family = "Meyer.",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

compiled code

File ‘kappalab/libs/kappalab.so’:
  Found no calls to: ‘R_registerRoutines’, ‘R_useDynamicSymbols’

It is good practice to register native routines and to disable symbol
search.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
NOTE r-devel-linux-x86_64-fedora-gcc

compiled code

File ‘kappalab/libs/kappalab.so’:
  Found no calls to: ‘R_registerRoutines’, ‘R_useDynamicSymbols’

It is good practice to register native routines and to disable symbol
search.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

*


            
OK r-oldrel-macos-arm64

*


            
OK r-oldrel-macos-x86_64

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ivan Kojadinovic <ivan.kojadinovic@univ-pau.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Grabisch",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Kojadinovic",
                      role = c("aut", "cre"),
                      email = "ivan.kojadinovic@univ-pau.fr"),
               person(given = "Patrick",
                      
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ivan Kojadinovic <ivan.kojadinovic@univ-pau.fr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Grabisch",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Kojadinovic",
                      role = c("aut", "cre"),
                      email = "ivan.kojadinovic@univ-pau.fr"),
               person(given = "Patrick",
                      
NOTE r-devel-linux-x86_64-fedora-clang

compiled code

File ‘kappalab/libs/kappalab.so’:
  Found no calls to: ‘R_registerRoutines’, ‘R_useDynamicSymbols’

It is good practice to register native routines and to disable symbol
search.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
NOTE r-devel-linux-x86_64-fedora-gcc

compiled code

File ‘kappalab/libs/kappalab.so’:
  Found no calls to: ‘R_registerRoutines’, ‘R_useDynamicSymbols’

It is good practice to register native routines and to disable symbol
search.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.

Reverse Dependencies (3)

depends

imports

Dependency Network

Dependencies Reverse dependencies lpSolve quadprog kernlab CPP GameTheory ic.infer kappalab

Version History

new 0.4-12 Mar 9, 2026