On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks
F. Colas, и P. Brazdil.
Text, Speech and Dialogue (2006)

Document classification has already been widely studied. In fact, some studies compared feature selection techniques or feature space transformation whereas some others compared the performance of different algorithms. Recently, following the risinginterest towards the Support Vector Machine, various studies showed that the SVM outperforms other classification algorithms.So should we just not bother about other classification algorithms and opt always for SVM?

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http://dx.doi.org/10.1007/11846406_6

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@article{colas2006behavior,
  abstract = {Document classification has already been widely studied. In fact, some studies compared feature selection techniques or feature
space transformation whereas some others compared the performance of different algorithms. Recently, following the risinginterest towards the Support Vector Machine, various studies showed that the SVM outperforms other classification algorithms.So should we just not bother about other classification algorithms and opt always for SVM?},
  added-at = {2009-02-01T18:43:25.000+0100},
  author = {Colas, Fabrice and Brazdil, Pavel},
  biburl = {https://puma.uni-kassel.de/bibtex/2da96ccc48a52cf844e16de4b5a889313/hotho},
  description = {SpringerLink - Buchkapitel},
  interhash = {327719a4d7d383ea20592e32e1cd7c50},
  intrahash = {da96ccc48a52cf844e16de4b5a889313},
  journal = {Text, Speech and Dialogue},
  keywords = {classification knn nb preprocessing svm text tm toread},
  pages = {45--52},
  timestamp = {2009-02-01T18:43:25.000+0100},
  title = {On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks},
  url = {http://dx.doi.org/10.1007/11846406_6},
  year = 2006
}

%0 Journal Article
%1 colas2006behavior
%A Colas, Fabrice
%A Brazdil, Pavel
%D 2006
%J Text, Speech and Dialogue
%K classification knn nb preprocessing svm text tm toread
%P 45--52
%T On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks
%U http://dx.doi.org/10.1007/11846406_6
%X Document classification has already been widely studied. In fact, some studies compared feature selection techniques or feature
space transformation whereas some others compared the performance of different algorithms. Recently, following the risinginterest towards the Support Vector Machine, various studies showed that the SVM outperforms other classification algorithms.So should we just not bother about other classification algorithms and opt always for SVM?

PUMA

On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks
F. Colas, и P. Brazdil.
Text, Speech and Dialogue (2006)

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On the Behavior of SVM and Some Older Algorithms in Binary Text Classification TasksF. Colas, и P. Brazdil. Text, Speech and Dialogue (2006)

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On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks
F. Colas, и P. Brazdil.
Text, Speech and Dialogue (2006)