Research Article
Chaos Time Series Prediction Based on Membrane Optimization Algorithms
Table 14
Five models predicted error based on MASE for interphone band.
| Model | M-C-LSSVM | M-F-LSSVM | C-C-LSSVM | GA-LSSVM | P-LSSVM |
| | 0.0209 | 0.015 | 0.0039 | 0.0026 | 0.0015 | | 0.0085 | 0.015 | 0.0037 | 0.0032 | 0.0012 | | 0.0243 | 0.0118 | 0.0038 | 0.0031 | 0.0012 | | 0.0225 | 0.0104 | 0.0034 | 0.0027 | 0.0021 | | 0.0112 | 0.0132 | 0.0033 | 0.0029 | 0.0015 | | 0.0039 | 0.0093 | 0.0031 | 0.0031 | 0.0022 | | 0.0059 | 0.0123 | 0.0034 | 0.0033 | 0.0026 | | 0.009 | 0.0132 | 0.0031 | 0.003 | 0.0013 | | 0.0125 | 0.0099 | 0.0037 | 0.0036 | 0.023 | | 0.005 | 0.0146 | 0.0038 | 0.0031 | 0.0026 | Max. | 0.0243 | 0.015 | 0.0039 | 0.0036 | 0.0026 | Min. | 0.0039 | 0.0093 | 0.0031 | 0.0026 | 0.0012 | Ave. | 0.0124 | 0.0125 | 0.0035 | 0.0031 | 0.0019 | Var. | | | | | |
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