Table 3 The Clarke’s EGA for Output of NNARX and RNN (Allam et al. 2011a) at Different prdeiction horizons
PH | % of samples in zone A | % of samples in zone B | % of samples in zone C | % of samples in zone D | %of samples in zone E | |||||
|---|---|---|---|---|---|---|---|---|---|---|
NNARX | RNN | NNARX | RNN | NARX | RNN | NARX | RNN | NARX | RNN | |
15 | 83.94 | 100 | 16.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
30 | 88.5 | 98.7 | 11.47 | 1.3 | 0 | 0 | 0 | 0 | 0 | 0 |
45 | 90.8 | 91.6 | 9.2 | 8.4 | 0 | 0 | 0 | 0 | 0 | 0 |
60 | 90.02 | 78.8 | 9.98 | 19.3 | 0 | 0 | 0 | 1.9 | 0 | 0 |
90 | 85.46 | – | 11.71 | – | 0 | – | 0 | – | 0 | – |
100 | 83.73 | – | 13.44 | – | 0 | – | 0.43 | – | 0 | – |