TinySVM: Support Vector Machines

TinySVM

Handle:	https://hdl.handle.net/21.11129/0000-000B-D2FB-D (persistent URL to this page)
URL:	http://chasen.org/~taku/software/TinySVM/

TinySVM is an implementation of Support Vector Machines (SVMs) (Vapnik, 1995; Vapnik, 1998) for the problem of pattern recognition.

Download

DistributionLicence

GPL

Restrictions: Academic - Non Commercial Use

User Nature: Academic

Download location: hidden

Distribution Access/Medium: Downloadable

Execution location: hidden

Attribution Details: TinySVM is free software distributed under the GNU Lesser General Public License <http://www.gnu.org/copyleft/lesser.html>.

Contact Person

Taku Kudo

http://chasen.org/~taku/index.html.en

Researcher

[javascript protected email address]

8916-5 Takayama, Ikoma, NARA

630-0192 Nara

Nara

Japan

Tel.: +81-743-72-5111

Tool/Service

Tool

Language Independent

Input

Media type: Text, Text Numerical

Resource type: Corpus

Modality: Written Language

Annotation type: Morphosyntactic Annotation - Pos Tagging

Annotation format: Vector with the class and a list of numeric feature-value pairs.

Segmentation level: Word

Output

Media type: Text

Resource type: Corpus

Modality: Written Language

Annotation type: Morphosyntactic Annotation - Pos Tagging

Annotation format: Data vector

Segmentation level: Word

Operation

Operating system: Linux, Mac - OS, Windows

Resource Creation

Resource Creator

Taku Kudo

http://chasen.org/~taku/index.html.en

Researcher

[javascript protected email address]

8916-5 Takayama, Ikoma, NARA

630-0192 Nara

Nara

Japan

Tel.: +81-743-72-5111

Metadata

Created: 07/17/2012

Last Updated: 09/25/2020

Metadata Creator

Amália Mendes

http://www.clul.ul.pt/en/researcher/146-amalia-mendes

Faculdade de Letras da Universidade de Lisboa

CLUL

[javascript protected email address]

Alameda da Universidade

1600-214 Lisbon

Tel.: 00351217904961

Fax: 00351217965622

Centro de Linguística da Universidade de Lisboa

http://www.clul.ul.pt

CLUL

Av. Prof. Gama Pinto, 2

1649-003 Lisbon

[javascript protected email address]

Tel.: +351217920000

Fax: +351217965622

Version

Version: 0.09

Last Updated: 08/20/2002

Usage

Foreseen UseNlp Applications

Use NLP Specific: Pos Tagging

Actual Use - Nlp Applications

Use NLP Specific: Pos Tagging

Usage Report

Document Type: Article

Kudo, Taku and Yuji Matsumoto, Chunking with support vector machines, , NAACL-01 , 2001

Document Language: English

Documentation

Tool Documentation: Manual

Document Type: Article

Taku Kudo and Yuji Matsumoto , Use of support vector learning for chunk identification, http://acl.ldc.upenn.edu/W/W00/W00-0730.pdf , CoNLL-00 , 2000

Publisher: Proceedings CoNLL-00

Document Language: English

Document Type: Article

Kudo, Taku and Yuji Matsumoto, Chunking with support vector machines, , NAACL-01 , 2001

Document Language: English

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