Research Article
Developing a Novel Hybrid Biogeography-Based Optimization Algorithm for Multilayer Perceptron Training under Big Data Challenge
Table 4
Experimental results for classification rate.
| | Algorithm | Iris | Heart | Balloon | Vehicle | | Classification rate | Classification rate | Classification rate | Classification rate |
| | HCBBO | 93% | 81.2% | 100% | 76.2% | | BBO | 90% | 75.4% | 100% | 71.7% | | PSO | 38% | 66.5% | 100% | 56.8% | | GA | 88.2% | 56.9% | 100% | 59.9% |
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