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Scientific Programming
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2020
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Article
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Tab 7
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Research Article
High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance
Table 7
The accuracy comparisons using the Vehicle Silhouettes dataset.
Algorithm
Testing dataset accuracy (%)
Epochs
Improved BPNN
83.465
245
Self-adaptive BPNN
80.709
465
Traditional BPNN
74.803
993
SVM
44.488
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