tüm seçenekler
wheezy  ] [  jessie  ] [  stretch  ] [  buster  ] [  sid  ]
[ Kaynak: timbl  ]

Paket: timbl (6.4.2-1)

timbl için bağlantılar

Screenshot

Debian Kaynakları:

timbl Kaynak Paketini İndir:

Geliştiriciler:

Dış Kaynaklar:

Benzer paketler:

Tilburg Memory Based Learner

Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).

The Tilburg Memory Based Learner, TiMBL, is a tool for NLP research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.

TiMBL's features are:

 * Fast, decision-tree-based implementation of k-nearest neighbor
classification;
 * Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms;
 * Similarity metrics: Overlap, MVDM, Jeffrey Divergence, Dot product, Cosine;
 * Feature weighting metrics: information gain, gain ratio, chi squared,
shared variance;
 * Distance weighting metrics: inverse, inverse linear, exponential decay;
 * Extensive verbosity options to inspect nearest neighbor sets;
 * Server functionality and extensive API;
 * Fast leave-one-out testing and internal cross-validation;
 * and Handles user-defined example weighting.

TiMBL is a product of the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, timbl will likely be of use to you.

Etiketler: Geliştirildiği dil: C++, Rol: Program

timbl ile İlgili Diğer Paketler

  • bağımlılıklar
  • tavsiye edilen
  • önerilen
  • enhances

timbl indir

Tüm mevcut mimariler için indir
Mimari Paket Boyutu Kurulu Boyut Dosyalar
amd64 85,1 kB176,0 kB [dosya listesi]
armel 84,6 kB156,0 kB [dosya listesi]
armhf 83,2 kB146,0 kB [dosya listesi]
i386 86,5 kB164,0 kB [dosya listesi]
ia64 95,0 kB224,0 kB [dosya listesi]
kfreebsd-amd64 86,3 kB131,0 kB [dosya listesi]
kfreebsd-i386 86,5 kB129,0 kB [dosya listesi]
mips 85,1 kB165,0 kB [dosya listesi]
mipsel 84,6 kB165,0 kB [dosya listesi]
powerpc 86,9 kB164,0 kB [dosya listesi]
s390 86,6 kB164,0 kB [dosya listesi]
s390x 89,7 kB174,0 kB [dosya listesi]
sparc 84,8 kB161,0 kB [dosya listesi]