1382 search results - page 40 / 277 » An Experimental Study on Feature Subset Selection Methods |
124
click to vote
AUSDM
2006
Springer
15 years 7 months ago
2006
Springer
Feature Filtering is an approach that is widely used for dimensionality reduction in text categorization. In this approach feature scoring methods are used to evaluate features le...
165
Voted
MLDM
2007
Springer
15 years 10 months ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
127
click to vote
ADCS
2004
15 years 5 months ago
2004
In this paper we study the effectiveness of using a phrase-based representation in e-mail classification, and the affect this approach has on a number of machine learning algorithm...
155
click to vote
CIKM
2008
Springer
15 years 5 months ago
2008
Springer
With the development of highly efficient graph data collection technology in many application fields, classification of graph data emerges as an important topic in the data mining...
148
click to vote
EMNLP
2009
15 years 1 months ago
2009
Recently system combination has been shown to be an effective way to improve translation quality over single machine translation systems. In this paper, we present a simple and ef...