Ashis Kumar Mandal|Rikta Sen
Supervised Learning Methods for Bangla Web Document Categorization
Universiti Malaysia Pahang|Hajee Mohammad Danesh Science & Technology University|Rajshahi University of Engineering and Technology
paper explores use machine learning approaches specifically four supervised learning methods namely decision treec 45 knearest neighbour knn nave bays nb support vector machine svm categorization bangla web documentsthis task automatically sorting set documents categories predefined setwhereas wide range methods applied english text categorization relatively studies conducted bangla language text categorizationhence attempt analyze efficiency four methods categorization bangla documentsin order validate bangla corpus various websites developed used examples experimentfor bangla empirical results support four methods produce satisfactory performance svm attaining good result terms high dimensional relatively noisy document feature vectors