Publication detail

Increasing Classification Accuracy in LibSVM Using String Kernel Functions

HOMOLIAK, I.

Original Title

Increasing Classification Accuracy in LibSVM Using String Kernel Functions

English Title

Increasing Classification Accuracy in LibSVM Using String Kernel Functions

Type

conference paper

Language

en

Original Abstract

This publication deal with classification of text data using string kernel functions and SVM. There are discussed various experiments with string kernel functions and SVM.

English abstract

This publication deal with classification of text data using string kernel functions and SVM. There are discussed various experiments with string kernel functions and SVM.

Keywords

classification, libSVM, spam detection, string kernel functions

RIV year

2012

Released

05.04.2012

Publisher

Faculty of Electrical Engineering and Communication BUT

Location

Brno

ISBN

978-80-214-4461-4

Book

Proceedings of the 18th Conference STUDENT EEICT 2012

Edition

Student EEICT, Volume 2

Edition number

NEUVEDEN

Pages from

281

Pages to

283

Pages count

3

URL

BibTex


@inproceedings{BUT98568,
  author="Ivan {Homoliak}",
  title="Increasing Classification Accuracy in LibSVM Using String Kernel Functions",
  annote="This publication deal with classification of text data using string kernel
functions and SVM. There are discussed various experiments with string kernel
functions and SVM.",
  address="Faculty of Electrical Engineering and Communication BUT",
  booktitle="Proceedings of the 18th Conference STUDENT EEICT 2012",
  chapter="98568",
  edition="Student EEICT, Volume 2",
  howpublished="print",
  institution="Faculty of Electrical Engineering and Communication BUT",
  year="2012",
  month="april",
  pages="281--283",
  publisher="Faculty of Electrical Engineering and Communication BUT",
  type="conference paper"
}