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[ Source: autoclass  ]

Package: autoclass (3.3.4-6)

automatic classification or clustering

AutoClass solves the problem of automatic discovery of classes in data (sometimes called clustering, or unsupervised learning), as distinct from the generation of class descriptions from labeled examples (called supervised learning). It aims to discover the "natural" classes in the data. AutoClass is applicable to observations of things that can be described by a set of attributes, without referring to other things. The data values corresponding to each attribute are limited to be either numbers or the elements of a fixed set of symbols. With numeric data, a measurement error must be provided. For more information, see http://ic-www.arc.nasa.gov/ic/projects/bayes-group/autoclass/.

Tags: Field: Mathematics, User Interface: Command Line, Role: Program, Scope: Utility, Purpose: Data Organisation

Other Packages Related to autoclass

  • depends
  • recommends
  • suggests
  • dep: libc0.1 (>= 2.3.5-1) [kfreebsd-amd64, kfreebsd-i386]
    GNU C Library: Shared libraries
    also a virtual package provided by libc0.1-udeb
  • dep: libc0.3 (>= 2.3.5-1) [hurd-i386]
    GNU C Library: Shared libraries
    also a virtual package provided by libc0.3-udeb
  • dep: libc6 (>= 2.3.5-1) [not alpha, armel, hurd-i386, i386, ia64, kfreebsd-amd64, kfreebsd-i386]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
    dep: libc6 (>= 2.3.6-6) [i386]
    dep: libc6 (>= 2.5) [armel]
  • dep: libc6.1 (>= 2.3.5-1) [alpha, ia64]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6.1-udeb

Download autoclass

Download for all available architectures
Architecture Package Size Installed Size Files
alpha 568.8 kB1128 kB [list of files]
amd64 538.2 kB1036 kB [list of files]
arm 523.8 kB1000 kB [list of files]
armel 553.5 kB1052 kB [list of files]
hppa 545.1 kB1040 kB [list of files]
hurd-i386 528.0 kB1024 kB [list of files]
i386 549.1 kB1056 kB [list of files]
ia64 609.6 kB1316 kB [list of files]
kfreebsd-amd64 (unofficial port) 537.0 kB1022 kB [list of files]
kfreebsd-i386 (unofficial port) 527.0 kB1006 kB [list of files]
m68k 507.8 kB988 kB [list of files]
mips 552.8 kB1124 kB [list of files]
mipsel 553.4 kB1124 kB [list of files]
powerpc 540.5 kB1048 kB [list of files]
s390 528.7 kB1020 kB [list of files]
sparc 523.9 kB1012 kB [list of files]