1177 search results - page 121 / 236 » Fusion of multiple classifiers |
137
Voted
PKDD
2004
Springer
15 years 8 months ago
2004
Springer
In this paper we propose a novel spatial associative classifier method based on a multi-relational approach that takes spatial relations into account. Classification is driven by s...
126
Voted
COLT
2004
Springer
15 years 6 months ago
2004
Springer
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
129
Voted
ILP
2000
Springer
15 years 6 months ago
2000
Springer
Naive Bayesian classifiers have been very successful in attribute-value representations. However, it is not clear how the decomposition of the probability distributions on attribu...
111
Voted
CCIA
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
107
Voted
PAMI
1998
15 years 2 months ago
1998
—Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...