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. 2019 Dec 9;14(12):e0224075. doi: 10.1371/journal.pone.0224075

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;