4208 search results - page 108 / 842 » Better Selection of the Best |
111
Voted
PAMI
2010
14 years 11 months ago
2010
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
125
Voted
GECCO
2011
Springer
14 years 4 months ago
2011
Springer
This paper introduces mirrored sampling into evolution strategies (ESs) with weighted multi-recombination. Two further heuristics are introduced: pairwise selection selects at mos...
100
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MCS
2009
Springer
15 years 7 months ago
2009
Springer
An ensemble is generated by training multiple component learners for a same task and then combining them for predictions. It is known that when lots of trained learners are availab...
116
Voted
REFSQ
2007
Springer
15 years 7 months ago
2007
Springer
This paper investigates two integer linear programming models that integrate requirement scheduling into software release planning. The first model can schedule the development of ...
105
Voted
MCS
2004
Springer
15 years 6 months ago
2004
Springer
Despite the good results provided by Dynamic Classifier Selection (DCS) mechanisms based on local accuracy in a large number of applications, the performances are still capable of ...