Research Article

Features Extraction of Flotation Froth Images and BP Neural Network Soft-Sensor Model of Concentrate Grade Optimized by Shuffled Cuckoo Searching Algorithm

Table 2

Performance comparison under different training methods.

Predictive methodMSERMSENMSESSEMAPE

MO-BP0.52450.72420.032826.22360.8617
VL-BP0.49870.70620.032024.93570.8232
LM-BP0.05580.23620.01072.78970.2570
CSA-BP0.03900.19760.00041.95210.1897
SCSA-BP0.01460.12070.00030.72820.0993