MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal
Information Fusion(2020)
摘要
•It provides an overview of the most popular ensemble methods.•It analyzes several fusion schemes using MNIST as guiding thread.•It introduces MNIST-NET10, a complex heterogeneous fusion architecture.•MNIST-NET10 reaches a new record in MNIST with only 10 misclassified images.
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关键词
MNIST,Fusion,Deep learning,Ensemble methods
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