Clustericat: This package performs clustering for categorical dataset.
Version 0.5

This package performs clustering for categorical data-set by the block model extension of the latent class model. It contains a function clustericat() performing the clustering on categorical data-set and returns an object of appropriate class (refer to documentation of clustcat). The package also provides tool functions like summary(), summary_dependencies() and plot() to summarize results, to present the main conditional dependencies, to visualize the parameters respectively.

Browse man pages Browse package API and functions Browse package files

AuthorMatthieu Marbac & Christophe Biernacki & Vincent Vandewalle
Date of publication2014-08-13 13:33:09
MaintainerMatthieu Marbac <matthieu.marbac-lourdelle@inria.fr>
LicenseGPL (>=2)
Version0.5
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Clustericat", repos="http://R-Forge.R-project.org")

Man pages

clustcat-class: clustcat output objects
clustercat: clustercat function
Clustericat: Clustericat Package
dentist: Dentist diagnosis data set
parameterscat-class: parameterscat output objects
partitioncat: partitioncat function
plot-methods: Plot function.
resultscat-class: resultscat output objects
strategycat: strategycat function
strategycat-class: strategycat input/output objects
summary_dependencies: Summary Dependencies function.
summary-methods: Summary function.

Functions

Clustericat Man page
Clustericat-package Man page
check_new_rho Source code
clustcat-class Man page
clustercat Man page Source code
copie Source code
dentist Man page
estim_param_max Source code
estim_param_min Source code
extrait_loi_jointe Source code
filtre_identifiabilite Source code
filtre_resultats_si_1classe Source code
identifiabilise Source code
loi_binaire Source code
ordonne_variables Source code
parameterscat-class Man page
partitioncat Man page Source code
plot Man page
plot,clustcat-method Man page
renomme Source code
resultscat-class Man page
second.degre Source code
strategycat Man page Source code
strategycat-class Man page
summary Man page
summary,clustcat-method Man page
summary,strategycat-method Man page
summary_dependencies Man page Source code

Files

DESCRIPTION
Makefile
NAMESPACE
R
R/Clustericat.R
R/Clustericatclustering.R
R/optionclasses.R
R/plot.R
R/summary.R
R/summary_dependencies.R
R/tools.R
data
data/dentist.rda
inst
inst/COPYRIGHTS
man
man/Clustericat.Rd
man/clustcat-class.Rd
man/clustercat.Rd
man/dentist.Rd
man/parameterscat-class.Rd
man/partitioncat.Rd
man/plot-methods.Rd
man/resultscat-class.Rd
man/strategycat-class.Rd
man/strategycat.Rd
man/summary-methods.Rd
man/summary_dependencies.Rd
src
src/BME
src/BME/src
src/BME/src/MCMCAlgo.cpp
src/BME/src/MCMCAlgo.h
src/BME/src/datafile.cpp
src/BME/src/datafile.h
src/BME/src/model.cpp
src/BME/src/model.h
src/BME/src/paramblock.cpp
src/BME/src/paramblock.h
src/BME/src/parameters.cpp
src/BME/src/parameters.h
src/BMEclustering.cpp
src/BMEclustering.h
src/Makevars
src/Makevars.win
src/conversion.h
src/eigen
src/eigen/.hg_archival.txt
src/eigen/.hgeol
src/eigen/.krazy
src/eigen/Eigen
src/eigen/Eigen/Array
src/eigen/Eigen/CMakeLists.txt
src/eigen/Eigen/Cholesky
src/eigen/Eigen/Core
src/eigen/Eigen/Dense
src/eigen/Eigen/Eigen
src/eigen/Eigen/Eigen2Support
src/eigen/Eigen/Eigenvalues
src/eigen/Eigen/Geometry
src/eigen/Eigen/Householder
src/eigen/Eigen/Jacobi
src/eigen/Eigen/LU
src/eigen/Eigen/LeastSquares
src/eigen/Eigen/QR
src/eigen/Eigen/QtAlignedMalloc
src/eigen/Eigen/SVD
src/eigen/Eigen/Sparse
src/eigen/Eigen/StdDeque
src/eigen/Eigen/StdList
src/eigen/Eigen/StdVector
src/eigen/Eigen/src
src/eigen/Eigen/src/CMakeLists.txt
src/eigen/Eigen/src/Cholesky
src/eigen/Eigen/src/Cholesky/CMakeLists.txt
src/eigen/Eigen/src/Cholesky/LDLT.h
src/eigen/Eigen/src/Cholesky/LLT.h
src/eigen/Eigen/src/Core
src/eigen/Eigen/src/Core/Array.h
src/eigen/Eigen/src/Core/ArrayBase.h
src/eigen/Eigen/src/Core/ArrayWrapper.h
src/eigen/Eigen/src/Core/Assign.h
src/eigen/Eigen/src/Core/BandMatrix.h
src/eigen/Eigen/src/Core/Block.h
src/eigen/Eigen/src/Core/BooleanRedux.h
src/eigen/Eigen/src/Core/CMakeLists.txt
src/eigen/Eigen/src/Core/CommaInitializer.h
src/eigen/Eigen/src/Core/CwiseBinaryOp.h
src/eigen/Eigen/src/Core/CwiseNullaryOp.h
src/eigen/Eigen/src/Core/CwiseUnaryOp.h
src/eigen/Eigen/src/Core/CwiseUnaryView.h
src/eigen/Eigen/src/Core/DenseBase.h
src/eigen/Eigen/src/Core/DenseCoeffsBase.h
src/eigen/Eigen/src/Core/DenseStorage.h
src/eigen/Eigen/src/Core/Diagonal.h
src/eigen/Eigen/src/Core/DiagonalMatrix.h
src/eigen/Eigen/src/Core/DiagonalProduct.h
src/eigen/Eigen/src/Core/Dot.h
src/eigen/Eigen/src/Core/EigenBase.h
src/eigen/Eigen/src/Core/Flagged.h
src/eigen/Eigen/src/Core/ForceAlignedAccess.h
src/eigen/Eigen/src/Core/Functors.h
src/eigen/Eigen/src/Core/Fuzzy.h
src/eigen/Eigen/src/Core/GenericPacketMath.h
src/eigen/Eigen/src/Core/GlobalFunctions.h
src/eigen/Eigen/src/Core/IO.h
src/eigen/Eigen/src/Core/Map.h
src/eigen/Eigen/src/Core/MapBase.h
src/eigen/Eigen/src/Core/MathFunctions.h
src/eigen/Eigen/src/Core/Matrix.h
src/eigen/Eigen/src/Core/MatrixBase.h
src/eigen/Eigen/src/Core/NestByValue.h
src/eigen/Eigen/src/Core/NoAlias.h
src/eigen/Eigen/src/Core/NumTraits.h
src/eigen/Eigen/src/Core/PermutationMatrix.h
src/eigen/Eigen/src/Core/PlainObjectBase.h
src/eigen/Eigen/src/Core/Product.h
src/eigen/Eigen/src/Core/ProductBase.h
src/eigen/Eigen/src/Core/Random.h
src/eigen/Eigen/src/Core/Redux.h
src/eigen/Eigen/src/Core/Replicate.h
src/eigen/Eigen/src/Core/ReturnByValue.h
src/eigen/Eigen/src/Core/Reverse.h
src/eigen/Eigen/src/Core/Select.h
src/eigen/Eigen/src/Core/SelfAdjointView.h
src/eigen/Eigen/src/Core/SelfCwiseBinaryOp.h
src/eigen/Eigen/src/Core/SolveTriangular.h
src/eigen/Eigen/src/Core/StableNorm.h
src/eigen/Eigen/src/Core/Stride.h
src/eigen/Eigen/src/Core/Swap.h
src/eigen/Eigen/src/Core/Transpose.h
src/eigen/Eigen/src/Core/Transpositions.h
src/eigen/Eigen/src/Core/TriangularMatrix.h
src/eigen/Eigen/src/Core/VectorBlock.h
src/eigen/Eigen/src/Core/VectorwiseOp.h
src/eigen/Eigen/src/Core/Visitor.h
src/eigen/Eigen/src/Core/arch
src/eigen/Eigen/src/Core/arch/AltiVec
src/eigen/Eigen/src/Core/arch/AltiVec/CMakeLists.txt
src/eigen/Eigen/src/Core/arch/AltiVec/Complex.h
src/eigen/Eigen/src/Core/arch/AltiVec/PacketMath.h
src/eigen/Eigen/src/Core/arch/CMakeLists.txt
src/eigen/Eigen/src/Core/arch/Default
src/eigen/Eigen/src/Core/arch/Default/CMakeLists.txt
src/eigen/Eigen/src/Core/arch/Default/Settings.h
src/eigen/Eigen/src/Core/arch/NEON
src/eigen/Eigen/src/Core/arch/NEON/CMakeLists.txt
src/eigen/Eigen/src/Core/arch/NEON/Complex.h
src/eigen/Eigen/src/Core/arch/NEON/PacketMath.h
src/eigen/Eigen/src/Core/arch/SSE
src/eigen/Eigen/src/Core/arch/SSE/CMakeLists.txt
src/eigen/Eigen/src/Core/arch/SSE/Complex.h
src/eigen/Eigen/src/Core/arch/SSE/MathFunctions.h
src/eigen/Eigen/src/Core/arch/SSE/PacketMath.h
src/eigen/Eigen/src/Core/products
src/eigen/Eigen/src/Core/products/CMakeLists.txt
src/eigen/Eigen/src/Core/products/CoeffBasedProduct.h
src/eigen/Eigen/src/Core/products/GeneralBlockPanelKernel.h
src/eigen/Eigen/src/Core/products/GeneralMatrixMatrix.h
src/eigen/Eigen/src/Core/products/GeneralMatrixMatrixTriangular.h
src/eigen/Eigen/src/Core/products/GeneralMatrixVector.h
src/eigen/Eigen/src/Core/products/Parallelizer.h
src/eigen/Eigen/src/Core/products/SelfadjointMatrixMatrix.h
src/eigen/Eigen/src/Core/products/SelfadjointMatrixVector.h
src/eigen/Eigen/src/Core/products/SelfadjointProduct.h
src/eigen/Eigen/src/Core/products/SelfadjointRank2Update.h
src/eigen/Eigen/src/Core/products/TriangularMatrixMatrix.h
src/eigen/Eigen/src/Core/products/TriangularMatrixVector.h
src/eigen/Eigen/src/Core/products/TriangularSolverMatrix.h
src/eigen/Eigen/src/Core/products/TriangularSolverVector.h
src/eigen/Eigen/src/Core/util
src/eigen/Eigen/src/Core/util/BlasUtil.h
src/eigen/Eigen/src/Core/util/CMakeLists.txt
src/eigen/Eigen/src/Core/util/Constants.h
src/eigen/Eigen/src/Core/util/DisableStupidWarnings.h
src/eigen/Eigen/src/Core/util/ForwardDeclarations.h
src/eigen/Eigen/src/Core/util/Macros.h
src/eigen/Eigen/src/Core/util/Memory.h
src/eigen/Eigen/src/Core/util/Meta.h
src/eigen/Eigen/src/Core/util/ReenableStupidWarnings.h
src/eigen/Eigen/src/Core/util/StaticAssert.h
src/eigen/Eigen/src/Core/util/XprHelper.h
src/eigen/Eigen/src/Eigen2Support
src/eigen/Eigen/src/Eigen2Support/Block.h
src/eigen/Eigen/src/Eigen2Support/CMakeLists.txt
src/eigen/Eigen/src/Eigen2Support/Cwise.h
src/eigen/Eigen/src/Eigen2Support/CwiseOperators.h
src/eigen/Eigen/src/Eigen2Support/Geometry
src/eigen/Eigen/src/Eigen2Support/Geometry/AlignedBox.h
src/eigen/Eigen/src/Eigen2Support/Geometry/All.h
src/eigen/Eigen/src/Eigen2Support/Geometry/AngleAxis.h
src/eigen/Eigen/src/Eigen2Support/Geometry/CMakeLists.txt
src/eigen/Eigen/src/Eigen2Support/Geometry/Hyperplane.h
src/eigen/Eigen/src/Eigen2Support/Geometry/ParametrizedLine.h
src/eigen/Eigen/src/Eigen2Support/Geometry/Quaternion.h
src/eigen/Eigen/src/Eigen2Support/Geometry/Rotation2D.h
src/eigen/Eigen/src/Eigen2Support/Geometry/RotationBase.h
src/eigen/Eigen/src/Eigen2Support/Geometry/Scaling.h
src/eigen/Eigen/src/Eigen2Support/Geometry/Transform.h
src/eigen/Eigen/src/Eigen2Support/Geometry/Translation.h
src/eigen/Eigen/src/Eigen2Support/LU.h
src/eigen/Eigen/src/Eigen2Support/Lazy.h
src/eigen/Eigen/src/Eigen2Support/LeastSquares.h
src/eigen/Eigen/src/Eigen2Support/Macros.h
src/eigen/Eigen/src/Eigen2Support/MathFunctions.h
src/eigen/Eigen/src/Eigen2Support/Memory.h
src/eigen/Eigen/src/Eigen2Support/Meta.h
src/eigen/Eigen/src/Eigen2Support/Minor.h
src/eigen/Eigen/src/Eigen2Support/QR.h
src/eigen/Eigen/src/Eigen2Support/SVD.h
src/eigen/Eigen/src/Eigen2Support/TriangularSolver.h
src/eigen/Eigen/src/Eigen2Support/VectorBlock.h
src/eigen/Eigen/src/Eigenvalues
src/eigen/Eigen/src/Eigenvalues/CMakeLists.txt
src/eigen/Eigen/src/Eigenvalues/ComplexEigenSolver.h
src/eigen/Eigen/src/Eigenvalues/ComplexSchur.h
src/eigen/Eigen/src/Eigenvalues/EigenSolver.h
src/eigen/Eigen/src/Eigenvalues/EigenvaluesCommon.h
src/eigen/Eigen/src/Eigenvalues/GeneralizedSelfAdjointEigenSolver.h
src/eigen/Eigen/src/Eigenvalues/HessenbergDecomposition.h
src/eigen/Eigen/src/Eigenvalues/MatrixBaseEigenvalues.h
src/eigen/Eigen/src/Eigenvalues/RealSchur.h
src/eigen/Eigen/src/Eigenvalues/SelfAdjointEigenSolver.h
src/eigen/Eigen/src/Eigenvalues/Tridiagonalization.h
src/eigen/Eigen/src/Geometry
src/eigen/Eigen/src/Geometry/AlignedBox.h
src/eigen/Eigen/src/Geometry/AngleAxis.h
src/eigen/Eigen/src/Geometry/CMakeLists.txt
src/eigen/Eigen/src/Geometry/EulerAngles.h
src/eigen/Eigen/src/Geometry/Homogeneous.h
src/eigen/Eigen/src/Geometry/Hyperplane.h
src/eigen/Eigen/src/Geometry/OrthoMethods.h
src/eigen/Eigen/src/Geometry/ParametrizedLine.h
src/eigen/Eigen/src/Geometry/Quaternion.h
src/eigen/Eigen/src/Geometry/Rotation2D.h
src/eigen/Eigen/src/Geometry/RotationBase.h
src/eigen/Eigen/src/Geometry/Scaling.h
src/eigen/Eigen/src/Geometry/Transform.h
src/eigen/Eigen/src/Geometry/Translation.h
src/eigen/Eigen/src/Geometry/Umeyama.h
src/eigen/Eigen/src/Geometry/arch
src/eigen/Eigen/src/Geometry/arch/CMakeLists.txt
src/eigen/Eigen/src/Geometry/arch/Geometry_SSE.h
src/eigen/Eigen/src/Householder
src/eigen/Eigen/src/Householder/BlockHouseholder.h
src/eigen/Eigen/src/Householder/CMakeLists.txt
src/eigen/Eigen/src/Householder/Householder.h
src/eigen/Eigen/src/Householder/HouseholderSequence.h
src/eigen/Eigen/src/Jacobi
src/eigen/Eigen/src/Jacobi/CMakeLists.txt
src/eigen/Eigen/src/Jacobi/Jacobi.h
src/eigen/Eigen/src/LU
src/eigen/Eigen/src/LU/CMakeLists.txt
src/eigen/Eigen/src/LU/Determinant.h
src/eigen/Eigen/src/LU/FullPivLU.h
src/eigen/Eigen/src/LU/Inverse.h
src/eigen/Eigen/src/LU/PartialPivLU.h
src/eigen/Eigen/src/LU/arch
src/eigen/Eigen/src/LU/arch/CMakeLists.txt
src/eigen/Eigen/src/LU/arch/Inverse_SSE.h
src/eigen/Eigen/src/QR
src/eigen/Eigen/src/QR/CMakeLists.txt
src/eigen/Eigen/src/QR/ColPivHouseholderQR.h
src/eigen/Eigen/src/QR/FullPivHouseholderQR.h
src/eigen/Eigen/src/QR/HouseholderQR.h
src/eigen/Eigen/src/SVD
src/eigen/Eigen/src/SVD/CMakeLists.txt
src/eigen/Eigen/src/SVD/JacobiSVD.h
src/eigen/Eigen/src/SVD/UpperBidiagonalization.h
src/eigen/Eigen/src/Sparse
src/eigen/Eigen/src/Sparse/AmbiVector.h
src/eigen/Eigen/src/Sparse/CMakeLists.txt
src/eigen/Eigen/src/Sparse/CompressedStorage.h
src/eigen/Eigen/src/Sparse/CoreIterators.h
src/eigen/Eigen/src/Sparse/DynamicSparseMatrix.h
src/eigen/Eigen/src/Sparse/MappedSparseMatrix.h
src/eigen/Eigen/src/Sparse/SparseAssign.h
src/eigen/Eigen/src/Sparse/SparseBlock.h
src/eigen/Eigen/src/Sparse/SparseCwiseBinaryOp.h
src/eigen/Eigen/src/Sparse/SparseCwiseUnaryOp.h
src/eigen/Eigen/src/Sparse/SparseDenseProduct.h
src/eigen/Eigen/src/Sparse/SparseDiagonalProduct.h
src/eigen/Eigen/src/Sparse/SparseDot.h
src/eigen/Eigen/src/Sparse/SparseFuzzy.h
src/eigen/Eigen/src/Sparse/SparseMatrix.h
src/eigen/Eigen/src/Sparse/SparseMatrixBase.h
src/eigen/Eigen/src/Sparse/SparseProduct.h
src/eigen/Eigen/src/Sparse/SparseRedux.h
src/eigen/Eigen/src/Sparse/SparseSelfAdjointView.h
src/eigen/Eigen/src/Sparse/SparseSparseProduct.h
src/eigen/Eigen/src/Sparse/SparseTranspose.h
src/eigen/Eigen/src/Sparse/SparseTriangularView.h
src/eigen/Eigen/src/Sparse/SparseUtil.h
src/eigen/Eigen/src/Sparse/SparseVector.h
src/eigen/Eigen/src/Sparse/SparseView.h
src/eigen/Eigen/src/Sparse/TriangularSolver.h
src/eigen/Eigen/src/StlSupport
src/eigen/Eigen/src/StlSupport/CMakeLists.txt
src/eigen/Eigen/src/StlSupport/StdDeque.h
src/eigen/Eigen/src/StlSupport/StdList.h
src/eigen/Eigen/src/StlSupport/StdVector.h
src/eigen/Eigen/src/StlSupport/details.h
src/eigen/Eigen/src/misc
src/eigen/Eigen/src/misc/CMakeLists.txt
src/eigen/Eigen/src/misc/Image.h
src/eigen/Eigen/src/misc/Kernel.h
src/eigen/Eigen/src/misc/Solve.h
src/eigen/Eigen/src/plugins
src/eigen/Eigen/src/plugins/ArrayCwiseBinaryOps.h
src/eigen/Eigen/src/plugins/ArrayCwiseUnaryOps.h
src/eigen/Eigen/src/plugins/BlockMethods.h
src/eigen/Eigen/src/plugins/CMakeLists.txt
src/eigen/Eigen/src/plugins/CommonCwiseBinaryOps.h
src/eigen/Eigen/src/plugins/CommonCwiseUnaryOps.h
src/eigen/Eigen/src/plugins/MatrixCwiseBinaryOps.h
src/eigen/Eigen/src/plugins/MatrixCwiseUnaryOps.h
Clustericat documentation built on May 21, 2017, 1:35 a.m.