隐含层数 | 单层 | 双层 | 三层 | ||||||
参数 | c | m | τ | c | m | τ | c | m | τ |
Ⅰ组 | 0.57966 | 0.40077 | 0.92737 | 0.78055 | 0.42318 | 0.94492 | 0.78066 | 0.44937 | 0.95129 |
Ⅱ组 | 0.66055 | 0.41914 | 0.93884 | 0.71455 | 0.44984 | 0.94055 | 0.76923 | 0.52794 | 0.94372 |
Ⅲ组 | 0.68022 | 0.46576 | 0.93566 | 0.74302 | 0.49673 | 0.94232 | 0.63295 | 0.44195 | 0.93182 |
Ⅳ组 | 0.74777 | 0.49825 | 0.93930 | 0.75796 | 0.49696 | 0.93733 | 0.76297 | 0.49321 | 0.94276 |
Ⅰ组MSE | 0.00975 | 0.01821 | 0.18839 | 0.00864 | 0.01779 | 0.17494 | 0.00643 | 0.01541 | 0.13998 |
Ⅱ组MSE | 0.00684 | 0.01633 | 0.16642 | 0.00698 | 0.01626 | 0.17704 | 0.00601 | 0.01430 | 0.13935 |
Ⅲ组MSE | 0.00734 | 0.01536 | 0.15973 | 0.00643 | 0.01599 | 0.17344 | 0.00606 | 0.01402 | 0.14536 |
Ⅳ组MSE | 0.00594 | 0.01556 | 0.16273 | 0.00561 | 0.01508 | 0.16127 | 0.00503 | 0.01406 | 0.14595 |