Table 4 NRMSE test error for prediction accuracy of laser time series
From: Design of a reservoir for cloud-enabled echo state network with high clustering coefficient
Network type | Dataset 18 | Dataset 19 |
|---|---|---|
Original ESN | 0.1422 | 0.0804 |
Natural growth SHESN | 0.1148 | 0.0558 |
HCESN-KM | 0.1140 | 0.0510 |
HCESN-GA | 0.1138 | 0.0497 |
HCESN-DE | 0.1132 | 0.0501 |
HCESN-PSO | 0.1107 | 0.0442 |