Research Article
The Optimisation for Local Coupled Extreme Learning Machine Using Differential Evolution
Table 1
Configurations of ELM, OSFuzzyELM, LC-ELM, and ELC-ELM.
| Configuration | ELM | OSFuzzyELM | LC-ELM | ELC-ELM |
| Input weights | RN in | N/A | RN in | RN in | hidden layer biases | Activation function | Sigmoid | N/A | Sigmoid | Sigmoid | Hidden node address | N/A | N/A | RN in | RN in | window radius | 0.4 | Similarity | N/A | N/A | Wave kernel | Wave kernel | Fuzzy membership function | N/A | (10) | (11) | (11) |
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