Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study

Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study

Naïve Bayes(NB), kNN and Adaboost are three commonly used text classifiers. Evaluation of these classifiers involves a variety of factors to be considered including benchmark used, feature selections, parameter settings of algorithms, and the measurement criteria employed. Researchers have demonstra...

Full description

Bibliographic Details
Main Authors: Zhu, Dengya, Wong, K.
Other Authors: Chu Kiong Loo
Format: Conference Paper
Published: Springer International Publishing 2014
Subjects:
feature selection
text classifiers
Text categorization
Online Access:http://hdl.handle.net/20.500.11937/26799

Similar Items

Similar Items