1382 search results - page 23 / 277 » An Experimental Study on Feature Subset Selection Methods |
116
Voted
ECAI
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. Ensemble selection deals with the reduction of an ensemble of predictive models in order to improve its efficiency and predictive performance. A number of ensemble select...
161
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Feature selection is an important pre-processing task in the analysis of complex data. Selecting an appropriate subset of features can improve classification or cluste...
103
Voted
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
In this paper, we propose an effective fingerprint matching algorithm based on ridge count matching and minutiae subset combination. In the algorithm, the orientation-based ridge ...
143
Voted
ICML
1997
IEEE
15 years 8 months ago
1997
IEEE
This paper is a comparative study of feature selection methods in statistical learning of text categorization. The focus is on aggressive dimensionality reduction. Five methods we...
164
Voted
BIBE
2008
IEEE
15 years 5 months ago
2008
IEEE
Recent advances of robotic/mechanical devices enable us to measure a subject's performance in an objective and precise manner. The main issue of using such devices is how to r...