training results
DESCRIPTION
Training results of my neural network trained with the back-propagation algorithmTRANSCRIPT
Epoch needed to Reach SSE = 35 with Training Speed of 0.1
#Hidden NodesWeights = 0.5Weights = Random
324212
535222
1524212
2035222
2551624
Epoch needed to Reach SSE = 35 with Training Speed of 0.5
#Hidden NodesWeights = 0.5Weights = Random
3826
51156
15Not reached and Over train7
20Not reached after 820 Epochs16
2587729
R^2 for each output and the sum of R^2 Max # Epoch = 1000 Training Speed = 0.1
#Hidden NodesWeights = 0.5Weights = Random
3-0.2590.730
0.8640.986
0.5030.929
0.9980.999
2.1063.644
5-0.2500.524
0.8640.996
0.5010.955
0.9980.999
2.1133.474
15-0.0370.319
0.8740.999
0.5290.964
0.9980.999
2.3643.281
200.0920.217
0.8800.999
0.5570.968
0.9980.999
2.5273.183
250.2000.199
0.8850.999
0.5950.983
0.9980.999
2.6783.180
R^2 for each output and the sum of R^2 Max # Epoch = 1000 Training Speed = 0.3
#Hidden NodesWeights = 0.5Weights = Random
30.2300.785
0.8600.976
0.5150.702
0.9980.999
2.6033.462
5-0.2890.313
0.8610.999
0.5120.944
0.9980.999
2.0823.255
15-0.0810.345
0.8730.999
0.5480.969
0.9980.999
2.3383.312
200.0440.289
0.8790.998
0.5880.969
0.9880.999
2.4993.255
250.1410.325
0.8830.999
0.6440.964
0.9980.999
2.6163.287