Journal of Applied Mathematics / 2014 / Article / Tab 5

Research Article

A Novel Classification Approach through Integration of Rough Sets and Back-Propagation Neural Network

Table 5

Classification performance of the four models of neural networks.

The modelsTraining accuracy (%)Testing accuracy (%)Classification error (%)Classification time (s)

WNN90.0082.503.5623.22
RS-WNN92.5087.502.6618.48
BP-NN90.0085.002.8622.26
RS-BPNN95.0090.002.0218.33

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