Research Article
Chaos Time Series Prediction Based on Membrane Optimization Algorithms
Table 13
Five models predicted error based on NMSE for interphone band.
| Model | M-C-LSSVM | M-F-LSSVM | C-C-LSSVM | GA-LSSVM | P-LSSVM |
| | 3.0704 | 3.6665 | 3.0476 | 2.5014 | 1.1987 | | 3.2591 | 3.713 | 2.9508 | 1.6634 | 1.8601 | | 2.8179 | 3.7018 | 2.9877 | 2.1748 | 1.5472 | | 2.93 | 3.0356 | 2.917 | 1.5306 | 1.5779 | | 3.2554 | 3.605 | 3.004 | 1.6102 | 1.2004 | | 2.9786 | 3.2563 | 2.9549 | 2.8918 | 1.7923 | | 2.93 | 3.694 | 2.9264 | 2.7878 | 1.7732 | | 2.9325 | 3.7573 | 2.9167 | 2.7969 | 1.0517 | | 3.0542 | 3.0584 | 2.9812 | 3.852 | 1.0245 | | 2.4479 | 3.7791 | 2.9221 | 2.654 | 1.8802 | Max. | 3.2591 | 3.7791 | 3.0476 | 3.852 | 1.8801 | Min. | 2.4479 | 3.0356 | 2.9167 | 1.5306 | 1.0245 | Ave. | 2.9676 | 3.5267 | 2.9608 | 2.4463 | 1.4906 | Var. | 0.0536 | 0.0855 | 0.0019 | 0.5205 | 0.1166 |
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