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[ Source: dimbl  ]

Package: dimbl (0.11-1)

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Distributed Memory Based Learner

Dimbl is a wrapper around the k-nearest neighbor classifier in TiMBL, offering parallel classification on multi-CPU machines. Dimbl splits the original training set, builds separate TiMBL classifiers per training subset, and merges their nearest-neighbor sets per classified instance

Dimbl's features are:

 * Wraps neatly around TiMBL, retaining all command line options;
 * Knows what to do with your multiple, duo, or quad cores;
 * Makes use of the OpenMP specification for parallel programming;
 * Can attain superlinear speed gains compared to standard TiMBL.

Dimbl is a product of the ILK Research Group (Tilburg University, The Netherlands).

If you do scientific research in Natural Language Processing using the Memory-Based Learning technique, Dimbl will likely be of use to you.

Tags: Implemented in: C++, Role: Program

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Download dimbl

Download for all available architectures
Architecture Package Size Installed Size Files
amd64 71.4 kB164.0 kB [list of files]
armel 67.3 kB157.0 kB [list of files]
armhf 66.1 kB144.0 kB [list of files]
i386 70.7 kB168.0 kB [list of files]
ia64 85.3 kB196.0 kB [list of files]
kfreebsd-amd64 71.0 kB128.0 kB [list of files]
kfreebsd-i386 71.0 kB126.0 kB [list of files]
mips 68.6 kB168.0 kB [list of files]
mipsel 68.6 kB168.0 kB [list of files]
powerpc 71.3 kB168.0 kB [list of files]
s390 72.7 kB169.0 kB [list of files]
s390x 73.7 kB181.0 kB [list of files]
sparc 69.2 kB164.0 kB [list of files]