936 search results - page 32 / 188 » Experimental Comparison of Feature Subset Selection Methods |
136
Voted
DIS
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. A machine learning-based approach to the prediction of molecular bioactivity in new drugs is proposed. Two important aspects are considered for the task: feature subset s...
142
Voted
BMCBI
2006
15 years 2 months ago
2006
Background: In class prediction problems using microarray data, gene selection is essential to improve the prediction accuracy and to identify potential marker genes for a disease...
122
click to vote
ICALP
2009
Springer
16 years 2 months ago
2009
Springer
Abstract. In experimental psychology, the method of paired comparisons was proposed as a means for ranking preferences amongst n elements of a human subject. The method requires pe...
117
click to vote
IWANN
2005
Springer
15 years 8 months ago
2005
Springer
In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited feature set for distinguishing experiment classes in hig...
97
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
We propose Genetic Algorithms to improve the feature subset selection by combining the valuable outcomes from multiple feature selection methods. This paper also motivates the use...