2884 search results - page 234 / 577 » Evaluating learning algorithms and classifiers |
136
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ICANNGA
2007
Springer
15 years 7 months ago
2007
Springer
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
137
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JMLR
2010
14 years 10 months ago
2010
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
114
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GIS
2008
ACM
15 years 3 months ago
2008
ACM
This paper introduces an ant-based colony system for the representation of a verbal route description. It is grounded on a natural metaphor that mimics the behavior of ant colonie...
138
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ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
In the paper we present a generalized discriminative multiple instance learning algorithm (GD-MIL) for multimedia semantic concept detection. It combines the capability of the MIL...
134
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GECCO
2008
Springer
15 years 4 months ago
2008
Springer
We propose an algorithm for function approximation that evolves a set of hierarchical piece-wise linear regressors. The algorithm, named HIRE-Lin, follows the iterative rule learn...