The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification

Artificial neural networks have been successfully applied to a variety of machine learning tasks, including image recognition, semantic segmentation, and machine translation. However, few studies fully investigated ensembles of artificial neural networks. In this work, we investigated multiple widel...

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Veröffentlicht in:Journal of applied statistics. - 1991. - 45(2018), 15 vom: 16., Seite 2800-2818
1. Verfasser: Ju, Cheng (VerfasserIn)
Weitere Verfasser: Bibaut, Aurélien, van der Laan, Mark
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Convolutional Neural Network Ensemble Learning Super Learner