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Pakket: dimbl (0.15-1)

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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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Pakket downloaden voor alle beschikbare platforms
Platform Pakketgrootte Geïnstalleerde grootte Bestanden
amd64 60,7 kB139,0 kB [overzicht]
arm64 57,9 kB135,0 kB [overzicht]
armel 55,6 kB122,0 kB [overzicht]
armhf 56,8 kB106,0 kB [overzicht]
i386 64,2 kB142,0 kB [overzicht]
mips 58,4 kB144,0 kB [overzicht]
mips64el 58,5 kB146,0 kB [overzicht]
mipsel 58,9 kB144,0 kB [overzicht]
ppc64el 59,3 kB187,0 kB [overzicht]
s390x 59,3 kB147,0 kB [overzicht]