405 search results - page 18 / 81 » Binary Classification Trees for Multi-class Classification P... |
JMLR
2002
14 years 10 months ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
102
Voted
EUROGP
2007
Springer
15 years 2 months ago
2007
Springer
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
ECML
2006
Springer
15 years 2 months ago
2006
Springer
Abstract. In some learning settings, the cost of acquiring features for classification must be paid up front, before the classifier is evaluated. In this paper, we introduce the fo...
IJON
2006
14 years 10 months ago
2006
The purpose of this research is to develop effective machine learning or data mining techniques based on flexible neural tree FNT. Based on the pre-defined instruction/operator se...
75
Voted
IPPS
1999
IEEE
15 years 2 months ago
1999
IEEE
Classification is an important problem in the field of data mining. Construction of good classifiers is computationally intensive and offers plenty of scope for parallelization. D...