2712 search results - page 362 / 543 » On learning algorithm selection for classification |
116
Voted
ICMCS
2006
IEEE
15 years 7 months ago
2006
IEEE
In this paper, we present an AUC (i.e., the Area Under the Curve of Receiver Operating Characteristics (ROC)) maximization based learning algorithm to design the classifier for ma...
90
Voted
GECCO
2007
Springer
15 years 7 months ago
2007
Springer
In many design tasks it is difficult to explicitly define an objective function. This paper uses machine learning to derive an objective in a feature space based on selected examp...
116
Voted
COLT
2005
Springer
15 years 6 months ago
2005
Springer
We present a general decomposition algorithm that is uniformly applicable to every (suitably normalized) instance of Convex Quadratic Optimization and efficiently approaches an o...
124
Voted
ECLIPSE
2007
ACM
15 years 5 months ago
2007
ACM
We present a tool that predicts whether the software under development inside an IDE has a bug. An IDE plugin performs this prediction, using the Change Classification technique t...
110
Voted
TSMC
2008
15 years 1 months ago
2008
In genetic programming (GP), evolving tree nodes separately would reduce the huge solution space. However, tree nodes are highly interdependent with respect to their fitness. In th...