Table 4.
The measured forecasting error with several signals from each subject.
Electrode | Subject A | Subject C | Subject E | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
NN | Fuzzy | ANN | CA-AR (5) | NN | Fuzzy | ANN | CA-AR (5) | NN | Fuzzy | ANN | CA-AR (5) | |
4 | 0.320 | 0.050 | 0.429 | 0.019 | 0.013 | 0.031 | 0.156 | 0.023 | 0.018 | 0.044 | 0.136 | 0.029 |
8 | 0.086 | 0.050 | 0.177 | 0.127 | 0.010 | 0.018 | 0.093 | 0.018 | 0.002 | 0.121 | 0.086 | 0.016 |
35 | 0.043 | 0.086 | 0.113 | 0.056 | 0.045 | 0.029 | 0.394 | 0.078 | 0.069 | 0.169 | 0.203 | 0.038 |
70 | 0.145 | 0.058 | 0.166 | 0.045 | 0.038 | 0.048 | 0.130 | 0.066 | 0.012 | 0.072 | 0.038 | 0.025 |
95 | 0.093 | 0.087 | 0.173 | 0.068 | 0.030 | 0.061 | 0.111 | 0.024 | 0.013 | 0.081 | 0.115 | 0.039 |
| ||||||||||||
Average | 0.137 | 0.066 | 0.212 | 0.063 | 0.027 | 0.037 | 0.177 | 0.042 | 0.023 | 0.097 | 0.115 | 0.029 |