Table 6. The noise-free Mackey–Glass chaotic time-series prediction (τ = 13, 30, 100).
Model | RMSE for τ = 13 | RMSE for τ = 30 | RMSE for τ = 100 | |
---|---|---|---|---|
1 | FJWNN | 7.5140e-4±1.419e-4 | 0.0975±0.0059 | 0.1564±0.0165 |
2 | ANFIS [30] | 2.0196e-4 | 0.1792 | 0.4678 |
3 | IT2FNN [28] | 2.0014e-4 | 0.1165 | 0.2132 |
FJWNN, Fuzzy jump wavelet neural network; ANFIS, Adaptive neuro-fuzzy inference system; IT2FNN, Interval type-2 fuzzy neural networks, Root mean square error; τ, Chaotic degree;