Paket: timbl (6.5-3)

[ Quellcode: timbl  ]

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 Centre of Language and Speech Technology (Radboud University, Nijmegen, The Netherlands), 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.

Markierungen: Implementiert in: C++, Rolle: Programm

Andere Pakete mit Bezug zu timbl

• dep: libc6 (>= 2.14) [amd64]

  GNU-C-Bibliothek: Laufzeitbibliotheken
  auch ein virtuelles Paket, bereitgestellt durch libc6-udeb

  dep: libc6 (>= 2.17) [arm64, ppc64el]

  dep: libc6 (>= 2.4) [nicht amd64, arm64, ppc64el]

• dep: libgcc-s1 (>= 3.0) [nicht armel, armhf]

  GCC Support-Bibliothek

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

• dep: libstdc++6 (>= 5.2)

  GNU-Implementierung der Standard-C++-Bibliothek (Version 3)

• dep: libticcutils8 (>= 0.24)

  utility functions used in the context of Natural Language Processing (library)

• dep: libtimbl4 (>= 6.5)

  Tilburg Memory Based Learner - Laufzeit

timbl herunterladen

Download für alle verfügbaren Architekturen

Architektur	Paketgröße	Größe (installiert)	Dateien
amd64	81,2 kB	245,0 kB	[Liste der Dateien]
arm64	78,2 kB	233,0 kB	[Liste der Dateien]
armel	76,4 kB	224,0 kB	[Liste der Dateien]
armhf	76,9 kB	212,0 kB	[Liste der Dateien]
i386	81,1 kB	243,0 kB	[Liste der Dateien]
mips64el	77,8 kB	247,0 kB	[Liste der Dateien]
mipsel	77,9 kB	241,0 kB	[Liste der Dateien]
ppc64el	79,4 kB	288,0 kB	[Liste der Dateien]
s390x	78,7 kB	240,0 kB	[Liste der Dateien]