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blockcluster

Co-Clustering Package for Binary, Categorical, Contingency and Continuous Data-Sets

v4.5.5 · Feb 23, 2024 · GPL (>= 3)
CRAN GitHub Mirror

Description

Simultaneous clustering of rows and columns, usually designated by biclustering, co-clustering or block clustering, is an important technique in two way data analysis. It consists of estimating a mixture model which takes into account the block clustering problem on both the individual and variables sets. The 'blockcluster' package provides a bridge between the C++ core library build on top of the 'STK++' library, and the R statistical computing environment. This package allows to co-cluster binary <doi:10.1016/j.csda.2007.09.007>, contingency <doi:10.1080/03610920903140197>, continuous <doi:10.1007/s11634-013-0161-3> and categorical data-sets <doi:10.1007/s11222-014-9472-2>. It also provides utility functions to visualize the results. This package may be useful for various applications in fields of Data mining, Information retrieval, Biology, computer vision and many more. More information about the project and comprehensive tutorial can be found on the link mentioned in URL.

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CRAN Check Status

5 WARNING
3 NOTE
6 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang WARNING
r-devel-linux-x86_64-debian-gcc WARNING
r-devel-linux-x86_64-fedora-clang WARNING
r-devel-linux-x86_64-fedora-gcc WARNING
r-devel-macos-arm64 OK
r-devel-windows-x86_64 WARNING
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
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 (16 non-OK)
WARNING r-devel-linux-x86_64-debian-clang

whether package can be installed

Found the following significant warnings:
  /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)' and 'MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
  /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)' and 'MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
  /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:317:22: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)' and 'MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
See ‘/home/hornik/tmp/R.check/r-devel-clang/Work/PKGS/blockcluster.Rcheck/00install.out’ for details.
* used C compiler: ‘Debian clang version 21.1.8 (3+b1)’
* used C++ compiler: ‘Debian clang version 21.1.8 (3+b1)’
WARNING r-devel-linux-x86_64-debian-gcc

whether package can be installed

Found the following significant warnings:
  /home/hornik/tmp/R.check/r-devel-gcc/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /home/hornik/tmp/R.check/r-devel-gcc/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /home/hornik/tmp/R.check/r-devel-gcc/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:317:22: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
See ‘/home/hornik/tmp/R.check/r-devel-gcc/Work/PKGS/blockcluster.Rcheck/00install.out’ for details.
* used C compiler: ‘gcc-15 (Debian 15.2.0-14) 15.2.0’
* used C++ compiler: ‘g++-15 (Debian 15.2.0-14) 15.2.0’
WARNING r-devel-linux-x86_64-fedora-clang

whether package can be installed

Found the following significant warnings:
  /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)' and 'MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
  /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)' and 'MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
  /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:317:22: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)' and 'MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
See ‘/data/gannet/ripley/R/packages/tests-clang/blockcluster.Rcheck/00install.out’ for details.
* used C compiler: ‘clang version 22.1.0 (https://github.com/llvm/llvm-project 4434dabb69916856b824f68a64b029c67175e532)’
* used C++ compiler: ‘clang version 22.1.0 (https://github.com/llvm/llvm-project 4434dabb69916856b824f68a64b029c67175e532)’
WARNING r-devel-linux-x86_64-fedora-gcc

whether package can be installed

Found the following significant warnings:
  /data/gannet/ripley/R/test-dev/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /data/gannet/ripley/R/test-dev/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /data/gannet/ripley/R/test-dev/rtkore/projects/STatistiK/include/MersenneTwister.h:317:22: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
See ‘/data/gannet/ripley/R/packages/tests-devel/blockcluster.Rcheck/00install.out’ for details.
* used C compiler: ‘gcc (GCC) 15.1.1 20250521 (Red Hat 15.1.1-2)’
* used C++ compiler: ‘g++ (GCC) 15.1.1 20250521 (Red Hat 15.1.1-2)’
OK r-devel-macos-arm64

*


            

            

              

                WARNING
                r-devel-windows-x86_64
              

              
whether package can be installed

              
Found the following significant warnings:
  D:/RCompile/CRANpkg/lib/4.6/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion]
  D:/RCompile/CRANpkg/lib/4.6/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion]
  D:/RCompile/CRANpkg/lib/4.6/rtkore/projects/STatistiK/include/MersenneTwister.h:317:22: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion]
See 'd:/Rcompile/CRANpkg/local/4.6/blockcluster.Rcheck/00install.out' for details.
* used C compiler: 'gcc.exe (GCC) 14.3.0'
* used C++ compiler: 'g++.exe (GCC) 14.3.0'

            

            

              

                NOTE
                r-oldrel-macos-arm64
              

              
for GNU extensions in Makefiles

              
GNU make is a SystemRequirements.

            

            

              

                NOTE
                r-oldrel-macos-arm64
              

              
installed package size

              
  installed size is 33.9Mb
  sub-directories of 1Mb or more:
    libs  32.6Mb

            

            

              

                NOTE
                r-oldrel-macos-x86_64
              

              
for GNU extensions in Makefiles

              
GNU make is a SystemRequirements.

            

            

              

                NOTE
                r-oldrel-macos-x86_64
              

              
installed package size

              
  installed size is 33.4Mb
  sub-directories of 1Mb or more:
    libs  32.1Mb

            

            

              

                NOTE
                r-oldrel-windows-x86_64
              

              
for GNU extensions in Makefiles

              
GNU make is a SystemRequirements.

            

            

              

                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

        

          

            
              WARNING
              
                6 OK ·                 3 NOTE ·                 5 WARNING ·                 0 ERROR ·                 0 FAILURE              
              Mar 9, 2026
            
            

              

                

                  WARNING
                  r-devel-linux-x86_64-debian-clang
                

                
whether package can be installed

                
Found the following significant warnings:
  /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)' and 'MTRand::(unnamed enum at /home/hornik/tmp/R.check/r-devel-clang/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwist

              

              

                

                  WARNING
                  r-devel-linux-x86_64-debian-gcc
                

                
whether package can be installed

                
Found the following significant warnings:
  /home/hornik/tmp/R.check/r-devel-gcc/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /home/hornik/tmp/R.check/r-devel-gcc/Work/build/Packages/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ‘MTR

              

              

                

                  WARNING
                  r-devel-linux-x86_64-fedora-clang
                

                
whether package can be installed

                
Found the following significant warnings:
  /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ('MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:94:5)' and 'MTRand::(unnamed enum at /data/gannet/ripley/R/test-clang/rtkore/projects/STatistiK/include/MersenneTwister.h:98:5)') is deprecated [-Wdeprecated-anon-enum-enum-conversion]
  /data/ga

              

              

                

                  WARNING
                  r-devel-linux-x86_64-fedora-gcc
                

                
whether package can be installed

                
Found the following significant warnings:
  /data/gannet/ripley/R/test-dev/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is deprecated [-Wdeprecated-enum-enum-conversion]
  /data/gannet/ripley/R/test-dev/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types ‘MTRand::<unnamed enum>’ and ‘MTRand::<unnamed enum>’ is

              

              

                

                  WARNING
                  r-devel-windows-x86_64
                

                
whether package can be installed

                
Found the following significant warnings:
  D:/RCompile/CRANpkg/lib/4.6/rtkore/projects/STatistiK/include/MersenneTwister.h:313:18: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is deprecated [-Wdeprecated-enum-enum-conversion]
  D:/RCompile/CRANpkg/lib/4.6/rtkore/projects/STatistiK/include/MersenneTwister.h:316:24: warning: arithmetic between different enumeration types 'MTRand::<unnamed enum>' and 'MTRand::<unnamed enum>' is depre

              

              

                

                  NOTE
                  r-oldrel-macos-arm64
                

                
installed package size

                
  installed size is 33.9Mb
  sub-directories of 1Mb or more:
    libs  32.6Mb

              

              

                

                  NOTE
                  r-oldrel-macos-x86_64
                

                
installed package size

                
  installed size is 33.4Mb
  sub-directories of 1Mb or more:
    libs  32.1Mb

              

              

                

                  NOTE
                  r-oldrel-windows-x86_64
                

                
for GNU extensions in Makefiles

                
GNU make is a SystemRequirements.

              

            

          

        

      


      
      

        
Reverse Dependencies (2)

        

          
suggests

          

            Silhouette
            diceR
          

        

      


      
      

        
Dependency Network

        

          
            

            
            
            Dependencies
            
            Reverse dependencies

            
            

            
            
            

            
            
              
              rtkore
            

            
            
              
              Silhouette
            
            
              
              diceR
            

            
            
            blockcluster
          
        

      


      
      

        
Version History

        

          

            new
            4.5.5
            Mar 9, 2026