Colas,Fabrice
Brazdil,Pavel
On the Behavior of SVM and Some Older Algorithms in Binary Text Classification Tasks
Text, Speech and Dialogue
45–52
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?
Popescul,Alexandrin
Ungar,LyleH.
Lawrence,Steve
Pennock,DavidM.
Statistical Relational Learning for Document Mining.
IEEE Computer Society
275-282
2003
Sebastiani,F.
Machine learning in automated text categorization
ACM Computing Surveys
34
1–47
2002