bpn.txt

C语言神经网络源码 数种神经网络的C语言实现

NMSE is 0.137 on Training Set and 0.141 on Test Set
NMSE is 0.129 on Training Set and 0.143 on Test Set
NMSE is 0.130 on Training Set and 0.142 on Test Set
NMSE is 0.129 on Training Set and 0.147 on Test Set
NMSE is 0.129 on Training Set and 0.146 on Test Set
NMSE is 0.129 on Training Set and 0.148 on Test Set
NMSE is 0.128 on Training Set and 0.145 on Test Set
NMSE is 0.131 on Training Set and 0.149 on Test Set
NMSE is 0.128 on Training Set and 0.142 on Test Set
NMSE is 0.134 on Training Set and 0.142 on Test Set
NMSE is 0.128 on Training Set and 0.146 on Test Set
NMSE is 0.127 on Training Set and 0.145 on Test Set
NMSE is 0.127 on Training Set and 0.144 on Test Set
NMSE is 0.127 on Training Set and 0.146 on Test Set
NMSE is 0.126 on Training Set and 0.145 on Test Set
NMSE is 0.126 on Training Set and 0.148 on Test Set
NMSE is 0.131 on Training Set and 0.156 on Test Set
NMSE is 0.126 on Training Set and 0.148 on Test Set
NMSE is 0.125 on Training Set and 0.147 on Test Set
NMSE is 0.138 on Training Set and 0.147 on Test Set
NMSE is 0.128 on Training Set and 0.154 on Test Set
NMSE is 0.124 on Training Set and 0.146 on Test Set
NMSE is 0.126 on Training Set and 0.144 on Test Set
NMSE is 0.125 on Training Set and 0.150 on Test Set
NMSE is 0.130 on Training Set and 0.146 on Test Set
NMSE is 0.125 on Training Set and 0.145 on Test Set
NMSE is 0.123 on Training Set and 0.146 on Test Set
NMSE is 0.123 on Training Set and 0.147 on Test Set
NMSE is 0.124 on Training Set and 0.150 on Test Set
NMSE is 0.128 on Training Set and 0.146 on Test Set
NMSE is 0.123 on Training Set and 0.146 on Test Set
NMSE is 0.124 on Training Set and 0.151 on Test Set
NMSE is 0.122 on Training Set and 0.146 on Test Set
NMSE is 0.131 on Training Set and 0.146 on Test Set
NMSE is 0.121 on Training Set and 0.146 on Test Set
NMSE is 0.129 on Training Set and 0.159 on Test Set
NMSE is 0.121 on Training Set and 0.146 on Test Set
NMSE is 0.121 on Training Set and 0.144 on Test Set
NMSE is 0.122 on Training Set and 0.151 on Test Set
NMSE is 0.120 on Training Set and 0.147 on Test Set
NMSE is 0.120 on Training Set and 0.147 on Test Set
NMSE is 0.120 on Training Set and 0.147 on Test Set
NMSE is 0.119 on Training Set and 0.147 on Test Set
NMSE is 0.120 on Training Set and 0.152 on Test Set
NMSE is 0.119 on Training Set and 0.148 on Test Set
NMSE is 0.120 on Training Set and 0.148 on Test Set
NMSE is 0.121 on Training Set and 0.156 on Test Set
NMSE is 0.120 on Training Set and 0.148 on Test Set
NMSE is 0.119 on Training Set and 0.146 on Test Set
NMSE is 0.119 on Training Set and 0.152 on Test Set
NMSE is 0.119 on Training Set and 0.152 on Test Set
NMSE is 0.118 on Training Set and 0.153 on Test Set
NMSE is 0.122 on Training Set and 0.146 on Test Set
NMSE is 0.120 on Training Set and 0.146 on Test Set
NMSE is 0.117 on Training Set and 0.152 on Test Set
NMSE is 0.118 on Training Set and 0.148 on Test Set
NMSE is 0.118 on Training Set and 0.155 on Test Set
NMSE is 0.117 on Training Set and 0.148 on Test Set
NMSE is 0.117 on Training Set and 0.148 on Test Set
NMSE is 0.117 on Training Set and 0.148 on Test Set
NMSE is 0.118 on Training Set and 0.156 on Test Set
NMSE is 0.118 on Training Set and 0.157 on Test Set
NMSE is 0.115 on Training Set and 0.153 on Test Set
NMSE is 0.115 on Training Set and 0.150 on Test Set
NMSE is 0.118 on Training Set and 0.157 on Test Set
NMSE is 0.117 on Training Set and 0.157 on Test Set
NMSE is 0.114 on Training Set and 0.149 on Test Set
NMSE is 0.115 on Training Set and 0.148 on Test Set
NMSE is 0.115 on Training Set and 0.149 on Test Set
NMSE is 0.117 on Training Set and 0.151 on Test Set
NMSE is 0.115 on Training Set and 0.151 on Test Set
NMSE is 0.113 on Training Set and 0.150 on Test Set
NMSE is 0.114 on Training Set and 0.155 on Test Set
NMSE is 0.113 on Training Set and 0.149 on Test Set
NMSE is 0.113 on Training Set and 0.151 on Test Set
NMSE is 0.115 on Training Set and 0.148 on Test Set
NMSE is 0.114 on Training Set and 0.148 on Test Set
NMSE is 0.112 on Training Set and 0.152 on Test Set
NMSE is 0.112 on Training Set and 0.152 on Test Set
NMSE is 0.113 on Training Set and 0.154 on Test Set
NMSE is 0.112 on Training Set and 0.151 on Test Set
NMSE is 0.111 on Training Set and 0.150 on Test Set
NMSE is 0.112 on Training Set and 0.153 on Test Set
NMSE is 0.113 on Training Set and 0.148 on Test Set
NMSE is 0.112 on Training Set and 0.149 on Test Set
NMSE is 0.111 on Training Set and 0.149 on Test Set
NMSE is 0.111 on Training Set and 0.149 on Test Set
NMSE is 0.113 on Training Set and 0.155 on Test Set
NMSE is 0.110 on Training Set and 0.151 on Test Set
NMSE is 0.112 on Training Set and 0.158 on Test Set
NMSE is 0.112 on Training Set and 0.149 on Test Set
NMSE is 0.115 on Training Set and 0.163 on Test Set
NMSE is 0.109 on Training Set and 0.152 on Test Set
NMSE is 0.112 on Training Set and 0.150 on Test Set
NMSE is 0.109 on Training Set and 0.154 on Test Set
NMSE is 0.113 on Training Set and 0.160 on Test Set
NMSE is 0.109 on Training Set and 0.157 on Test Set
NMSE is 0.109 on Training Set and 0.155 on Test Set
NMSE is 0.108 on Training Set and 0.154 on Test Set
NMSE is 0.112 on Training Set and 0.161 on Test Set
NMSE is 0.107 on Training Set and 0.152 on Test Set
NMSE is 0.108 on Training Set and 0.154 on Test Set
NMSE is 0.107 on Training Set and 0.154 on Test Set
NMSE is 0.110 on Training Set and 0.157 on Test Set
NMSE is 0.109 on Training Set and 0.158 on Test Set
NMSE is 0.107 on Training Set and 0.152 on Test Set
NMSE is 0.107 on Training Set and 0.155 on Test Set
NMSE is 0.106 on Training Set and 0.155 on Test Set
NMSE is 0.106 on Training Set and 0.154 on Test Set
NMSE is 0.106 on Training Set and 0.151 on Test Set
NMSE is 0.108 on Training Set and 0.157 on Test Set
NMSE is 0.106 on Training Set and 0.154 on Test Set
NMSE is 0.111 on Training Set and 0.150 on Test Set
NMSE is 0.110 on Training Set and 0.161 on Test Set
NMSE is 0.105 on Training Set and 0.153 on Test Set
NMSE is 0.106 on Training Set and 0.151 on Test Set
NMSE is 0.106 on Training Set and 0.151 on Test Set
NMSE is 0.105 on Training Set and 0.155 on Test Set
NMSE is 0.105 on Training Set and 0.155 on Test Set
NMSE is 0.105 on Training Set and 0.154 on Test Set
NMSE is 0.105 on Training Set and 0.152 on Test Set
NMSE is 0.105 on Training Set and 0.155 on Test Set
NMSE is 0.105 on Training Set and 0.153 on Test Set
NMSE is 0.107 on Training Set and 0.152 on Test Set
NMSE is 0.108 on Training Set and 0.152 on Test Set
NMSE is 0.104 on Training Set and 0.156 on Test Set
NMSE is 0.104 on Training Set and 0.153 on Test Set
NMSE is 0.104 on Training Set and 0.157 on Test Set
NMSE is 0.106 on Training Set and 0.155 on Test Set
NMSE is 0.103 on Training Set and 0.158 on Test Set
NMSE is 0.104 on Training Set and 0.154 on Test Set
NMSE is 0.102 on Training Set and 0.157 on Test Set
NMSE is 0.109 on Training Set and 0.155 on Test Set
NMSE is 0.102 on Training Set and 0.156 on Test Set
NMSE is 0.103 on Training Set and 0.152 on Test Set
NMSE is 0.102 on Training Set and 0.156 on Test Set
NMSE is 0.104 on Training Set and 0.152 on Test Set
NMSE is 0.102 on Training Set and 0.157 on Test Set
NMSE is 0.103 on Training Set and 0.162 on Test Set
NMSE is 0.101 on Training Set and 0.158 on Test Set
NMSE is 0.102 on Training Set and 0.160 on Test Set
NMSE is 0.102 on Training Set and 0.161 on Test Set
NMSE is 0.104 on Training Set and 0.154 on Test Set
NMSE is 0.102 on Training Set and 0.160 on Test Set
NMSE is 0.102 on Training Set and 0.160 on Test Set
NMSE is 0.100 on Training Set and 0.157 on Test Set
NMSE is 0.105 on Training Set and 0.153 on Test Set
NMSE is 0.100 on Training Set and 0.155 on Test Set
NMSE is 0.101 on Training Set and 0.154 on Test Set
NMSE is 0.100 on Training Set and 0.158 on Test Set
NMSE is 0.107 on Training Set and 0.170 on Test Set - stopping Training and restoring Weights ...
NMSE is 0.141 on Training Set and 0.138 on Test Set


Year    Sunspots    Open-Loop Prediction    Closed-Loop Prediction

1960       0.572                   0.532                     0.532
1961       0.327                   0.334                     0.301
1962       0.258                   0.158                     0.146
1963       0.217                   0.156                     0.098
1964       0.143                   0.236                     0.149
1965       0.164                   0.230                     0.273
1966       0.298                   0.263                     0.405
1967       0.495                   0.454                     0.552
1968       0.545                   0.615                     0.627
1969       0.544                   0.550                     0.589
1970       0.540                   0.474                     0.464
1971       0.380                   0.455                     0.305
1972       0.390                   0.270                     0.191
1973       0.260                   0.275                     0.139
1974       0.245                   0.211                     0.158
1975       0.165                   0.181                     0.170
1976       0.153                   0.128                     0.175
1977       0.215                   0.151                     0.193
1978       0.489                   0.316                     0.274
1979       0.754                   0.622                     0.373