Research Article
Research on Danjiang Water Quality Prediction Based on Improved Artificial Bee Colony Algorithm and Optimized BP Neural Network
Table 3
Comparison of water quality evaluation accuracy.
| Method | Training set accuracy (%) | Test set accuracy (%) | Optimal | Worst | Average value | Optimal | Worst | Average value |
| GA-BP | 92.72 | 91.68 | 92.2 | 93.24 | 92.17 | 92.70 | PSO-BP | 92.68 | 92.19 | 92.43 | 93.16 | 92.39 | 92.77 | ABC-BP | 92.94 | 92.38 | 92.66 | 93.95 | 93.42 | 93.68 | Improved ABC-BP | 96.58 | 93.36 | 94.97 | 97.23 | 93.89 | 95.56 |
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