989 search results - page 127 / 198 » Classification and regression trees |
ECAI
2004
Springer
15 years 3 months ago
2004
Springer
Instance-based learning (IBL) algorithms have proved to be successful in many applications. However, as opposed to standard statistical methods, a prediction in IBL is usually give...
100
click to vote
MCS
2000
Springer
15 years 3 months ago
2000
Springer
We introduce a mechanism for constructing and training a hybrid architecture of projection based units and radial basis functions. In particular, we introduce an optimization sche...
118
click to vote
EUROGP
2008
Springer
15 years 1 months ago
2008
Springer
Two prominent genetic programming approaches are the graph-based Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP). Recently, a formal algorithm for construc...
107
click to vote
NIPS
2008
15 years 1 months ago
2008
Sampling functions in Gaussian process (GP) models is challenging because of the highly correlated posterior distribution. We describe an efficient Markov chain Monte Carlo algori...
NIPS
2008
15 years 1 months ago
2008
ROC curves are one of the most widely used displays to evaluate performance of scoring functions. In the paper, we propose a statistical method for directly optimizing the ROC cur...