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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2014
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Article
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Tab 4
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Research Article
A Joint Optimization of Momentum Item and Levenberg-Marquardt Algorithm to Level Up the BPNN’s Generalization Ability
Table 4
Comparison of the three methods on benchmark datasets for wine data.
Iteration steps
Iteration time
Accuracy
rate
ELM-BPNN
162
0.990234 seconds
94.74%
NLM-BPNN
69
0.382775 seconds
94.74%
Proposed LM-BPNN
101
0.504761 seconds
100%