Publication | Closed Access
Neural network ensembles
4.2K
Citations
15
References
1990
Year
Artificial IntelligenceSearch OptimizationEngineeringMachine LearningNeural Networks (Machine Learning)Network ParametersSocial SciencesClassification MethodData ScienceData MiningPattern RecognitionMultiple Classifier SystemMachine Learning ModelComputer ScienceNeural Networks (Computational Neuroscience)Neural NetworksNeural Architecture SearchDeep Neural NetworksResidual Generalization ErrorClassifier SystemNeural Network EnsemblesEnsemble Algorithm
Several means for improving the performance and training of neural networks for classification are proposed. Crossvalidation is used as a tool for optimizing network parameters and architecture. It is shown that the remaining residual generalization error can be reduced by invoking ensembles of similar networks.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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