936 search results - page 16 / 188 » Experimental Comparison of Feature Subset Selection Methods |
116
Voted
IDA
2002
Springer
15 years 2 months ago
2002
Springer
Feature subset selection is important not only for the insight gained from determining relevant modeling variables but also for the improved understandability, scalability, and pos...
142
Voted
PAKDD
2000
ACM
15 years 6 months ago
2000
ACM
In clustering, global feature selection algorithms attempt to select a common feature subset that is relevant to all clusters. Consequently, they are not able to identify individu...
146
Voted
PRL
2007
15 years 2 months ago
2007
: We propose a new feature selection strategy based on rough sets and Particle Swarm Optimization (PSO). Rough sets has been used as a feature selection method with much success, b...
119
Voted
ICML
1996
IEEE
16 years 3 months ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
112
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In the standard feature selection problem, we are given a fixed set of candidate features for use in a learning problem, and must select a subset that will be used to train a mode...