Research Article
Chaos Time Series Prediction Based on Membrane Optimization Algorithms
Table 12
Five models predicted error based on RMSE for interphone band.
| Model | M-C-LSSVM | M-F-LSSVM | C-C-LSSVM | GA-LSSVM | P-LSSVM |
| | 0.0058 | 0.0063 | 0.0058 | 0.004 | 0.0026 | | 0.006 | 0.0064 | 0.0057 | 0.003 | 0.0028 | | 0.0056 | 0.0064 | 0.0057 | 0.0038 | 0.0025 | | 0.0057 | 0.0058 | 0.0056 | 0.0028 | 0.0024 | | 0.006 | 0.0063 | 0.0057 | 0.0029 | 0.0027 | | 0.0057 | 0.006 | 0.0057 | 0.0043 | 0.0023 | | 0.0057 | 0.0064 | 0.0057 | 0.0042 | 0.0022 | | 0.0057 | 0.0064 | 0.0056 | 0.0042 | 0.0027 | | 0.0058 | 0.0058 | 0.0057 | 0.005 | 0.0021 | | 0.0052 | 0.0064 | 0.0057 | 0.0037 | 0.0023 | Max. | 0.006 | 0.0064 | 0.0058 | 0.005 | 0.0028 | Min. | 0.0052 | 0.0058 | 0.0056 | 0.0038 | 0.0021 | Ave. | 0.0057 | 0.0062 | 0.0057 | 0.0038 | 0.0025 | Var. | | | | | |
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