==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 25 7 4 4 6 4 5 4 5 2 5 4 5 4 1 5 7 6 4 6 6 2 5 6 2 1 2 4 3 0 6 1 0 5 3 3 2 2 6 3 2 1 0 3 3 2 4 1 7 1 4 4 4 2 3 2 3 0 3 4 1 4 4 2 0 3 8 3 1 4 3 4 3 7 1 5 3 2 2 5 1 7 5 6 6 8 7 6 8 7 3 4 7 18 12 19 18 19 8 5 8 5 5 5 3 3 3 5 7 8 5 23 11 8 6 7 6 3 6 6 3 6 4 4 3 5 7 4 11 3 7 6 5 6 8 4 3 13 9 10 9 9 6 8 10 8 10 9 2 13 4 4 5 8 4 10 10 5 15 12 8 17 12 13 6 13 16 8 16 12 14 16 11 17 15 20 18 9 13 17 5 25 16 16 13 18 13 16 10 9 14 17 13 17 17 20 9 16 19 12 19 20 31 29 38 31 43 37 44 58 58 89 99 105 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 223 102 79 54 42 47 41 43 30 24 32 27 19 23 28 19 25 20 25 11 9 15 15 17 19 10 17 11 11 10 11 16 12 15 6 11 14 7 8 12 11 9 10 8 7 8 11 10 12 8 7 7 13 8 8 4 9 7 11 9 10 9 11 8 7 5 7 5 6 11 7 6 10 6 6 8 10 9 11 10 7 8 4 2 11 6 5 4 11 8 10 11 10 21 7 14 26 16 5 7 5 9 6 4 4 6 3 3 5 2 18 13 4 10 5 10 4 2 3 7 5 3 3 4 2 4 8 5 6 4 7 3 8 4 7 7 3 5 2 4 2 3 2 6 6 6 6 4 8 2 5 1 5 3 7 3 2 5 9 6 6 3 5 4 4 3 6 6 8 8 1 6 8 6 9 7 6 7 8 4 6 4 2 3 5 8 5 4 4 3 3 7 2 2 4 8 6 1 2 2 7 2 3 4 9 7 14 5 4 6 4 9 6 14 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.409446
Pion Efficiency: 0.437118
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 2 1 1 0 1 3 1 0 2 1 0 2 3 1 0 0 0 0 1 1 1 2 0 2 1 0 1 0 0 2 0 1 3 2 0 1 0 0 2 0 0 0 0 0 0 0 0 0 1 2 1 0 0 1 5 1 3 1 0 2 0 1 0 1 1 1 2 0 0 2 1 1 0 1 1 0 1 2 1 0 1 1 0 1 2 3 5 1 4 2 0 6 2 4 6 9 6 0 2 1 1 1 1 0 5 1 0 1 0 2 2 3 2 3 0 1 1 2 1 0 2 3 2 3 3 1 1 2 3 2 4 2 1 3 1 0 1 3 0 2 0 3 0 0 2 1 1 2 0 1 2 3 3 1 0 2 1 5 1 3 1 2 2 3 5 3 6 1 1 2 4 2 6 4 2 1 3 3 3 4 4 5 0 3 3 2 4 3 3 4 4 3 3 2 6 5 2 3 5 8 6 12 10 5 7 6 9 14 10 13 18 30 33 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 50 30 21 19 13 10 8 6 8 9 9 10 7 11 9 5 6 6 4 8 2 8 5 1 3 3 3 4 3 4 2 3 4 4 6 1 3 3 6 2 1 4 3 4 2 3 1 1 3 0 2 2 2 2 2 3 1 1 3 1 4 1 2 2 1 3 0 0 5 1 4 1 2 1 1 1 2 1 3 0 1 1 2 5 1 2 4 3 2 6 2 1 3 0 2 4 4 1 0 1 1 1 2 1 0 1 0 2 2 1 1 3 2 1 0 1 1 2 2 1 0 1 1 1 0 1 2 0 1 0 2 0 1 1 2 2 0 0 0 2 1 1 1 1 0 3 3 2 2 0 1 1 3 2 0 2 0 0 0 1 3 2 1 2 1 1 0 0 2 1 2 0 1 2 2 1 2 1 2 2 0 1 1 1 1 1 1 0 1 1 2 1 0 1 0 0 0 1 1 1 1 0 2 3 1 0 2 1 3 3 2 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.405067
Pion Efficiency: 0.388889
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 9 5 5 6 5 8 5 5 4 6 4 7 7 2 5 7 6 4 7 7 3 7 6 4 2 2 5 3 0 8 1 1 8 5 3 3 2 6 5 2 1 0 3 3 2 4 1 7 2 6 5 4 2 4 7 4 3 4 4 3 4 5 2 1 4 9 5 1 4 5 5 4 7 2 6 3 3 4 6 1 8 6 6 7 10 10 11 9 11 5 4 13 20 16 25 27 25 8 7 9 6 6 6 3 8 4 5 8 8 7 25 14 10 9 7 7 4 8 7 3 8 7 6 6 8 8 5 13 6 9 10 7 7 11 5 3 14 12 10 11 9 9 8 10 10 11 10 4 13 5 6 8 11 5 10 12 6 20 13 11 18 14 15 9 18 19 14 17 13 16 20 13 23 19 22 19 12 16 20 9 29 21 16 16 21 15 20 13 12 18 21 16 20 19 26 14 18 22 17 27 26 43 39 43 38 49 46 58 68 71 107 129 138 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 273 132 100 73 55 57 49 49 38 33 41 37 26 34 37 24 31 26 29 19 11 23 20 18 22 13 20 15 14 14 13 19 16 19 12 12 17 10 14 14 12 13 13 12 9 11 12 11 15 8 9 9 15 10 10 7 10 8 14 10 14 10 13 10 8 8 7 5 11 12 11 7 12 7 7 9 12 10 14 10 8 9 6 7 12 8 9 7 13 14 12 12 13 21 9 18 30 17 5 8 6 10 8 5 4 7 3 5 7 3 19 16 6 11 5 11 5 4 5 8 5 4 4 5 2 5 10 5 7 4 9 3 9 5 9 9 3 5 2 6 3 4 3 7 6 9 9 6 10 2 6 2 8 5 7 5 2 5 9 7 9 5 6 6 5 4 6 6 10 9 3 6 9 8 11 8 8 8 10 6 6 5 3 4 6 9 6 4 5 4 5 8 2 3 4 8 6 2 3 3 8 2 5 7 10 7 16 6 7 9 6 10 8 19 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.408573
Pion Efficiency: 0.424634
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 9 6 6 7 9 3 3 4 3 1 2 2 4 3 0 4 3 1 1 2 2 2 2 4 4 0 0 1 3 3 1 4 2 6 6 1 1 4 1 2 1 5 2 5 4 3 1 4 2 5 4 2 3 2 4 3 2 1 5 2 2 1 3 3 2 4 1 3 5 3 8 1 3 3 5 6 4 7 2 6 5 5 6 7 3 5 5 1 10 9 5 8 7 13 6 13 8 5 12 4 13 87 13 7 7 12 8 9 6 9 8 7 10 12 7 12 11 3 2 5 5 5 14 6 9 3 6 8 7 8 3 9 9 9 8 6 3 9 11 7 4 7 10 7 9 8 11 11 16 3 5 6 5 5 14 7 7 9 5 9 4 5 8 8 9 16 13 10 7 6 12 14 18 10 10 16 17 12 11 23 16 18 24 18 20 24 21 12 27 22 19 28 30 28 35 38 41 60 52 61 93 123 168 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 9 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 179 121 85 57 49 38 32 42 41 29 27 23 24 12 21 18 14 11 22 11 9 14 11 11 7 10 12 10 6 14 5 13 10 13 8 8 8 6 10 10 5 11 11 8 7 11 11 10 8 4 10 8 4 10 8 8 8 9 7 10 6 4 12 7 10 7 4 3 6 6 8 10 6 15 8 8 7 15 7 7 8 4 8 9 10 8 12 5 11 8 8 13 9 10 14 13 9 13 10 9 7 25 71 23 9 9 5 9 11 11 7 6 5 11 10 8 5 7 5 5 6 3 10 4 5 3 2 2 5 5 5 9 5 4 6 5 7 4 5 6 3 2 6 3 3 4 2 6 6 6 4 7 3 2 3 5 4 2 2 4 4 5 5 5 2 5 4 4 5 6 2 2 5 4 2 3 4 10 3 3 5 6 7 6 3 4 5 6 2 4 7 6 3 9 3 1 6 5 7 7 13 7 10 23 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.401508
Pion Efficiency: 0.413263
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 2 1 1 0 0 0 2 0 0 1 1 0 1 0 1 0 2 1 1 1 2 1 1 2 1 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 2 2 0 0 1 1 2 0 0 0 0 0 1 0 1 2 2 1 0 1 0 0 1 1 0 0 0 1 0 0 1 1 1 1 0 1 1 3 0 2 1 0 2 0 4 4 1 0 2 1 5 3 1 3 2 2 1 3 7 2 13 3 4 3 0 4 1 2 5 4 1 2 1 1 4 3 2 1 2 2 2 1 0 1 3 0 0 1 2 1 0 0 3 3 2 0 0 3 1 1 1 1 3 1 3 0 0 2 3 1 2 3 2 7 3 1 3 1 4 3 0 2 2 2 2 4 2 5 1 4 6 2 1 6 0 2 2 3 1 4 5 2 4 1 5 4 4 5 11 4 5 7 6 8 12 12 11 22 21 24 29 36 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 3 46 30 16 18 16 9 8 10 6 7 3 2 8 3 3 6 4 4 3 4 4 3 1 1 3 1 4 2 1 2 4 1 1 2 5 4 2 6 4 3 5 3 4 2 2 2 4 1 3 1 1 3 0 1 1 2 0 3 3 0 2 0 1 3 2 1 1 2 5 1 2 1 0 1 3 2 2 4 0 1 1 3 4 2 2 2 2 1 2 7 5 2 2 10 3 2 5 3 3 1 0 5 21 3 3 4 4 3 2 0 2 1 0 3 4 2 1 2 2 1 2 4 0 2 0 1 2 1 2 1 0 2 1 4 1 0 1 2 0 1 1 0 0 0 2 1 2 3 0 2 1 2 2 1 1 0 1 1 1 0 2 1 1 0 1 0 0 1 2 2 0 1 2 1 3 2 0 1 0 0 1 0 0 0 0 0 4 2 2 2 1 1 1 2 1 0 3 3 3 2 4 11 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.41351
Pion Efficiency: 0.427844
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 10 8 7 8 9 3 3 6 3 1 3 3 4 4 0 5 3 3 2 3 3 4 3 5 6 1 0 1 3 3 1 4 2 7 6 1 2 5 1 3 1 7 4 5 4 4 2 6 2 5 4 2 3 3 4 4 4 3 6 2 3 1 3 4 3 4 1 3 6 3 8 2 4 4 6 6 5 8 5 6 7 6 6 9 3 9 9 2 10 11 6 13 10 14 9 15 10 6 15 11 15 100 16 11 10 12 12 10 8 14 12 8 12 13 8 16 14 5 3 7 7 7 15 6 10 6 6 8 8 10 4 9 9 12 11 8 3 9 14 8 5 8 11 10 10 11 11 11 18 6 6 8 8 7 21 10 8 12 6 13 7 5 10 10 11 18 17 12 12 7 16 20 20 11 16 16 19 14 14 24 20 23 26 22 21 29 25 16 32 33 23 33 37 34 43 50 53 71 74 82 117 152 204 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 12 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 37 225 151 101 75 65 47 40 52 47 36 30 25 32 15 24 24 18 15 25 15 13 17 12 12 10 11 16 12 7 16 9 14 11 15 13 12 10 12 14 13 10 14 15 10 9 13 15 11 11 5 11 11 4 11 9 10 8 12 10 10 8 4 13 10 12 8 5 5 11 7 10 11 6 16 11 10 9 19 7 8 9 7 12 11 12 10 14 6 13 15 13 15 11 20 17 15 14 16 13 10 7 30 92 26 12 13 9 12 13 11 9 7 5 14 14 10 6 9 7 6 8 7 10 6 5 4 4 3 7 6 5 11 6 8 7 5 8 6 5 7 4 2 6 3 5 5 4 9 6 8 5 9 5 3 4 5 5 3 3 4 6 6 6 5 3 5 4 5 7 8 2 3 7 5 5 5 4 11 3 3 6 6 7 6 3 4 9 8 4 6 8 7 4 11 4 1 9 8 10 9 17 18 14 30 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.403937
Pion Efficiency: 0.4194
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 11 8 7 0 3 5 6 6 2 4 2 2 2 4 2 5 1 1 2 7 0 5 3 1 4 2 4 3 4 2 2 4 1 3 4 1 3 3 4 0 1 3 4 4 7 1 1 4 6 5 4 5 3 5 5 2 2 5 2 2 1 5 3 2 8 3 4 4 2 0 1 1 3 6 1 3 5 3 1 5 2 3 2 5 2 5 8 5 5 4 3 3 6 2 9 5 6 6 10 8 6 4 5 3 7 2 7 6 6 8 4 3 10 3 2 3 8 8 5 13 7 2 10 13 6 6 7 12 10 10 9 13 5 10 10 5 13 10 12 11 10 10 15 10 17 12 11 6 13 7 10 11 10 8 9 9 8 10 8 4 10 5 8 9 11 8 6 10 4 14 10 10 13 7 7 10 8 17 4 13 11 14 7 12 7 9 9 3 14 12 11 10 17 10 9 14 17 14 11 27 10 19 22 21 21 23 16 30 27 27 24 24 35 24 36 33 51 51 41 58 64 47 29 30 31 23 24 13 1 0 1 1 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 0 3 1 1 1 1 0 1 4 10 120 140 76 68 51 49 38 32 38 31 29 25 18 29 31 19 20 14 13 22 16 14 13 8 15 12 7 14 6 19 13 11 13 16 7 11 12 11 12 7 8 8 11 13 13 10 9 14 7 10 14 5 6 11 7 9 10 5 8 8 8 4 9 10 10 12 9 6 8 8 14 4 11 7 5 8 8 4 9 8 5 5 7 7 5 13 8 3 7 12 5 9 4 6 5 6 1 7 2 9 10 2 9 5 12 6 14 10 6 6 6 7 6 6 8 10 11 8 3 4 5 10 10 4 5 9 8 6 7 9 12 7 6 10 8 10 11 15 5 4 8 7 3 2 6 0 6 3 2 1 7 6 8 7 9 9 6 5 9 4 6 6 3 5 6 6 7 0 5 9 2 4 4 7 5 4 4 4 3 3 4 1 4 1 2 5 7 6 6 3 6 3 3 1 6 4 5 4 6 3 1 3 5 3 3 7 7 5 3 4 3 4 3 2 4 3 5 3 5 7 9 8 3 2 1 0 3 1 1 0 0 0 0 0 0 0 0 0 0 0
Error: 0.400273
Pion Efficiency: 0.424837
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 2 2 0 3 2 2 1 1 3 0 2 3 4 0 0 1 2 1 0 0 1 2 0 2 2 2 0 0 2 1 0 0 1 1 0 2 1 1 1 0 3 1 0 0 1 1 0 0 0 1 1 1 2 1 1 1 0 0 0 2 0 1 1 1 3 0 1 1 2 0 0 0 0 2 1 1 0 0 1 3 1 1 1 2 1 0 2 0 1 1 0 0 1 1 0 3 2 2 1 2 0 2 0 2 1 2 1 1 0 0 1 1 3 0 2 1 1 1 4 1 1 5 0 1 1 2 6 0 1 0 0 3 2 4 6 2 2 1 3 3 3 2 1 1 3 1 2 7 7 0 3 3 1 3 1 2 2 2 1 3 2 5 4 3 1 2 3 2 1 1 6 4 2 3 2 4 2 4 2 6 5 4 3 2 4 2 5 2 4 5 3 2 2 1 1 2 2 5 3 3 9 2 4 2 7 5 8 1 8 6 5 9 4 6 10 11 7 15 8 12 11 7 10 6 9 3 6 5 3 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 1 0 0 0 0 1 1 0 0 0 2 2 24 39 33 16 13 7 12 8 5 4 4 5 8 4 6 4 3 3 5 2 3 0 4 5 2 3 2 4 4 4 4 5 8 1 1 3 3 1 4 1 6 1 5 2 3 2 0 2 2 1 1 6 2 2 1 5 2 0 2 3 2 4 3 0 1 3 2 2 1 2 5 3 4 0 5 2 0 0 2 1 2 1 2 1 0 1 3 0 1 3 2 2 1 2 3 2 2 3 2 3 1 1 3 0 1 3 0 1 2 1 3 3 1 4 4 1 2 3 0 3 4 6 1 0 5 6 0 4 0 1 0 1 2 1 1 1 3 0 1 0 1 3 1 0 1 0 2 1 1 2 2 0 3 1 1 1 1 0 1 4 0 1 2 0 1 0 2 0 1 1 0 0 4 1 1 1 2 1 1 3 0 2 1 2 1 1 0 1 3 1 3 0 0 1 1 1 0 2 0 1 0 2 0 1 3 1 0 2 1 0 1 2 2 0 1 3 0 4 0 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.412401
Pion Efficiency: 0.495622
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 11 13 8 10 2 5 6 7 9 2 6 5 6 2 4 3 7 2 1 2 8 2 5 5 3 6 2 4 5 5 2 2 5 2 3 6 2 4 4 4 3 2 3 4 5 8 1 1 4 7 6 5 7 4 6 6 2 2 5 4 2 2 6 4 5 8 4 5 6 2 0 1 1 5 7 2 3 5 4 4 6 3 4 4 6 2 7 8 6 6 4 3 4 7 2 12 7 8 7 12 8 8 4 7 4 9 3 8 6 6 9 5 6 10 5 3 4 9 12 6 14 12 2 11 14 8 12 7 13 10 10 12 15 9 16 12 7 14 13 15 14 12 11 16 13 18 14 18 13 13 10 13 12 13 9 11 11 10 11 11 6 15 9 11 10 13 11 8 11 5 20 14 12 16 9 11 12 12 19 10 18 15 17 9 16 9 14 11 7 19 15 13 12 18 11 11 16 22 17 14 36 12 23 24 28 26 31 17 38 33 32 33 28 41 34 47 40 66 59 53 69 71 57 35 39 34 29 29 16 1 0 1 1 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 1 0 0 3 1 2 2 1 0 1 6 12 144 179 109 84 64 56 50 40 43 35 33 30 26 33 37 23 23 17 18 24 19 14 17 13 17 15 9 18 10 23 17 16 21 17 8 14 15 12 16 8 14 9 16 15 16 12 9 16 9 11 15 11 8 13 8 14 12 5 10 11 10 8 12 10 11 15 11 8 9 10 19 7 15 7 10 10 8 4 11 9 7 6 9 8 5 14 11 3 8 15 7 11 5 8 8 8 3 10 4 12 11 3 12 5 13 9 14 11 8 7 9 10 7 10 12 11 13 11 3 7 9 16 11 4 10 15 8 10 7 10 12 8 8 11 9 11 14 15 6 4 9 10 4 2 7 0 8 4 3 3 9 6 11 8 10 10 7 5 10 8 6 7 5 5 7 6 9 0 6 10 2 4 8 8 6 5 6 5 4 6 4 3 5 3 3 6 7 7 9 4 9 3 3 2 7 5 5 6 6 4 1 5 5 4 6 8 7 7 4 4 4 6 5 2 5 6 5 7 5 8 11 9 4 2 1 0 3 1 1 0 0 0 0 0 0 0 0 0 0 0
Error: 0.402728
Pion Efficiency: 0.43859
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 8 4 0 0 0 2 1 2 2 2 0 0 3 3 2 1 1 2 0 3 1 5 3 2 3 2 1 2 0 0 1 0 3 1 1 3 2 2 1 3 3 1 3 2 1 4 3 1 3 2 1 3 0 2 3 3 6 3 1 5 4 4 1 1 2 2 3 4 3 0 4 3 4 11 3 1 2 8 2 6 3 6 3 5 4 6 5 2 8 5 4 8 3 5 8 7 4 8 3 6 4 4 5 4 3 9 7 11 6 4 1 3 3 3 6 4 6 3 4 2 5 3 9 8 5 4 8 5 7 7 5 3 8 6 5 2 1 2 4 1 6 1 3 4 4 7 5 3 1 6 2 5 3 1 3 0 4 4 7 9 12 6 7 4 10 10 11 10 18 4 18 23 25 26 45 52 64 86 59 32 28 26 16 20 21 13 15 13 15 15 12 13 12 11 19 13 13 16 17 10 18 21 13 10 16 12 16 11 13 12 14 17 22 16 24 23 30 24 37 33 47 84 70 60 82 5 0 0 0 1 0 2 0 1 0 0 8 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 75 62 42 26 44 36 37 25 30 23 23 21 22 16 21 12 19 15 15 14 12 13 19 18 16 14 21 16 9 19 14 17 12 13 13 4 10 7 9 9 13 10 13 11 11 10 13 10 12 7 16 12 12 12 18 14 7 11 12 7 11 11 13 6 15 14 13 13 16 24 4 6 10 10 15 10 8 7 15 16 9 14 10 10 14 15 9 6 11 15 19 8 9 6 13 10 8 12 4 8 8 8 10 8 7 9 10 8 8 10 6 4 13 7 12 4 1 3 5 4 6 6 5 17 16 10 9 10 9 4 5 4 4 6 6 1 7 3 7 3 4 0 5 5 3 6 2 4 4 5 5 7 5 2 5 1 4 3 0 8 3 4 0 2 4 6 3 11 7 6 4 6 14 11 18 14 21 30 27 20 9 10 9 8 5 5 6 3 6 5 5 3 3 7 3 7 4 1 0 3 3 2 5 3 4 1 2 1 1 3 5 1 1 2 2 3 4 3 1 3 2 1 9 5 6 3 0 0 0 0 0 0 0 0 0 0 0 1 0
Error: 0.39798
Pion Efficiency: 0.394932
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 2 1 1 1 0 1 1 0 0 0 1 1 1 1 1 0 1 2 2 0 1 2 0 0 1 0 0 1 1 2 2 0 0 0 0 0 1 1 0 1 1 1 1 2 1 0 1 0 1 0 0 1 2 0 1 0 1 1 1 1 3 0 0 2 2 1 1 1 1 1 0 0 2 2 2 0 2 3 1 0 0 4 2 0 1 1 3 5 0 1 1 1 1 1 2 0 0 1 2 2 2 0 0 2 1 0 4 3 1 2 1 0 1 2 2 0 0 2 3 1 1 1 2 0 2 1 2 2 1 0 3 0 2 0 2 1 2 3 1 3 1 1 0 1 4 1 1 0 3 1 0 4 4 3 2 4 5 1 12 12 15 28 15 9 8 5 6 5 6 10 4 4 5 3 2 2 1 5 3 4 1 3 3 2 5 4 4 2 3 1 5 4 6 3 1 3 4 1 4 5 4 3 10 8 16 19 12 19 16 1 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 17 17 17 16 6 10 9 6 5 5 3 9 3 4 5 5 3 6 3 3 3 4 5 3 3 3 6 6 4 4 2 4 3 3 3 4 2 1 1 2 4 2 3 5 0 1 1 3 2 4 2 6 1 3 2 3 2 2 2 3 3 7 3 0 0 3 3 2 4 3 4 4 2 1 5 2 5 0 1 5 4 4 4 1 2 2 1 3 4 3 2 3 2 1 0 3 3 1 2 4 1 2 5 0 3 4 3 1 2 1 2 0 1 1 1 0 5 0 1 0 0 3 1 4 7 4 5 1 1 0 1 1 0 1 1 0 0 2 0 3 1 1 0 0 0 1 1 2 0 0 1 1 3 1 0 2 0 1 0 4 0 0 0 2 0 0 2 3 0 2 2 2 3 8 2 11 6 2 5 3 7 0 0 2 4 4 1 3 2 0 1 1 1 0 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 2 1 1 1 3 5 2 2 1 0 0 0 0 0 1 0 0 0 0 1 0
Error: 0.412676
Pion Efficiency: 0.433276
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 9 4 0 0 0 3 2 2 2 2 1 1 3 4 2 1 3 3 1 4 1 6 4 2 3 2 2 3 1 1 2 0 4 3 3 3 3 4 1 3 4 1 3 3 2 6 5 1 3 2 1 3 1 3 3 4 7 4 2 7 5 4 2 1 3 2 3 5 5 0 5 3 5 12 4 2 5 8 2 8 5 7 4 6 5 7 5 2 10 7 6 8 5 8 9 7 4 12 5 6 5 5 8 9 3 10 8 12 7 5 3 3 3 4 8 6 8 3 4 4 6 3 13 11 6 6 9 5 8 9 7 3 8 8 8 3 2 3 6 1 8 2 5 6 5 7 8 3 3 6 4 6 5 4 4 3 5 5 7 10 16 7 8 4 13 11 11 14 22 7 20 27 30 27 57 64 79 114 74 41 36 31 22 25 27 23 19 17 20 18 14 15 13 16 22 17 14 19 20 12 23 25 17 12 19 13 21 15 19 15 15 20 26 17 28 28 34 27 47 41 63 103 82 79 98 6 0 0 0 1 0 2 0 1 0 0 8 0
Pion Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 92 79 59 42 50 46 46 31 35 28 26 30 25 20 26 17 22 21 18 17 15 17 24 21 19 17 27 22 13 23 16 21 15 16 16 8 12 8 10 11 17 12 16 16 11 11 14 13 14 11 18 18 13 15 20 17 9 13 14 10 14 18 16 6 15 17 16 15 20 27 8 10 12 11 20 12 13 7 16 21 13 18 14 11 16 17 10 9 15 18 21 11 11 7 13 13 11 13 6 12 9 10 15 8 10 13 13 9 10 11 8 4 14 8 13 4 6 3 6 4 6 9 6 21 23 14 14 11 10 4 6 5 4 7 7 1 7 5 7 6 5 1 5 5 3 7 3 6 4 5 6 8 8 3 5 3 4 4 0 12 3 4 0 4 4 6 5 14 7 8 6 8 17 19 20 25 27 32 32 23 16 10 9 10 9 9 7 6 8 5 6 4 4 7 4 9 5 3 0 3 3 2 5 3 4 1 2 1 1 3 5 1 2 2 3 4 4 3 3 4 3 2 12 10 8 5 1 0 0 0 0 0 1 0 0 0 0 2 0
Error: 0.400963
Pion Efficiency: 0.404745
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 5 4 7 7 1 7 1 1 1 0 1 0 2 5 1 1 3 0 2 0 1 2 3 3 1 5 3 6 6 3 7 5 4 8 5 4 7 1 5 3 3 3 3 1 4 3 3 4 4 4 4 2 1 4 5 0 2 4 2 2 2 5 2 2 5 5 1 3 5 2 5 3 4 9 4 2 1 4 4 3 5 4 4 2 1 2 4 4 6 4 4 5 5 5 4 5 5 5 5 8 1 5 2 8 5 8 6 2 6 5 4 4 4 3 4 10 3 3 5 3 7 11 11 7 13 11 13 14 13 12 16 14 10 8 11 3 8 10 12 12 6 13 7 10 12 10 7 8 9 12 7 7 6 9 9 10 12 9 9 8 6 8 10 6 4 5 5 8 5 5 7 2 8 8 9 10 11 8 5 9 6 3 11 11 9 7 9 10 6 5 12 5 6 12 10 8 7 6 9 5 11 12 9 7 9 6 6 17 18 13 11 5 10 9 13 17 14 23 15 10 15 18 27 20 18 24 32 27 47 43 57 85 92 38 30 23 28 13 12 7 8 10 2 7 6 3 5 4 2 5 29 34
Pion Histogram
 4 2 1 15 62 108 79 67 60 59 34 34 34 21 24 28 12 20 14 23 17 14 13 12 10 12 17 12 22 22 17 23 23 22 23 22 19 28 25 23 18 17 10 20 18 14 12 12 10 9 10 6 12 8 12 15 12 11 11 10 11 9 9 13 11 12 12 5 4 5 11 6 9 5 8 7 8 6 8 10 8 11 9 4 7 10 8 5 7 4 5 8 7 0 6 7 8 10 5 2 9 5 7 1 6 3 8 8 4 5 4 8 5 8 10 7 5 2 10 8 12 6 9 9 7 11 8 3 9 13 18 10 14 8 11 7 8 4 11 3 5 8 7 10 5 6 11 7 2 2 7 8 5 5 4 10 6 5 9 10 6 0 3 4 3 4 2 3 2 3 3 2 8 3 1 1 5 3 2 6 4 3 5 4 3 2 2 4 3 3 2 3 3 1 3 2 2 1 1 4 2 3 0 0 2 3 2 2 4 1 4 2 0 1 3 1 3 5 2 2 4 4 0 0 6 2 4 2 5 1 4 2 5 4 6 6 7 2 4 2 5 3 1 0 0 1 1 0 0 1 0 0 0 0 0 0
Error: 0.38773
Pion Efficiency: 0.378202
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 0 0 1 0 3 1 3 1 0 1 0 0 0 1 1 1 1 0 0 1 2 1 2 0 0 1 2 2 1 1 0 1 0 1 0 1 1 1 5 0 4 1 1 0 2 2 3 0 1 2 1 0 3 1 1 1 0 2 0 0 1 1 0 2 0 0 2 1 1 2 0 1 2 1 1 2 0 0 1 0 0 1 0 0 2 0 0 2 0 2 1 0 0 1 2 2 1 1 0 1 1 1 0 2 2 2 1 1 4 0 0 5 3 1 1 0 2 3 0 3 2 1 1 0 3 0 7 2 1 2 4 3 4 3 3 4 4 3 1 0 1 3 3 4 1 5 2 3 5 1 1 9 2 4 4 3 1 0 2 1 3 3 2 2 1 0 2 2 2 2 2 2 1 0 4 2 2 1 0 6 2 1 2 1 1 2 3 0 2 2 1 0 3 2 3 3 1 0 1 3 4 1 7 2 0 4 3 2 4 1 3 0 3 3 2 5 5 1 2 0 4 2 1 4 4 6 7 4 4 5 10 8 14 13 15 23 7 4 9 5 5 4 4 2 1 0 1 0 1 1 1 3 1 4 14
Pion Histogram
 2 0 1 6 20 24 22 14 9 14 8 8 4 6 4 5 8 3 4 3 3 4 4 9 2 4 1 6 2 7 6 2 14 8 5 6 2 1 6 3 6 4 4 3 2 4 1 1 4 4 1 2 1 3 2 3 0 4 2 1 2 4 1 1 1 2 2 2 3 3 7 3 4 0 1 2 3 0 0 2 2 6 3 1 5 1 2 1 1 1 1 3 1 0 1 5 1 0 1 1 2 2 0 1 0 1 0 3 1 5 2 4 0 2 1 0 2 1 2 1 3 3 2 0 0 1 1 1 3 3 4 2 5 3 0 0 3 2 0 1 1 0 2 2 1 0 3 1 0 1 0 2 0 2 1 0 0 2 3 1 1 0 3 0 0 1 1 1 1 0 0 1 2 0 1 1 3 0 2 0 0 1 2 0 0 0 0 0 2 0 0 0 1 2 0 2 0 1 3 2 0 0 1 2 0 1 1 0 0 0 1 0 0 1 2 0 0 1 1 0 1 1 3 1 2 1 1 0 2 0 3 0 0 2 4 1 5 0 2 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 3
Error: 0.417739
Pion Efficiency: 0.472469
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 0 0 1 5 7 8 10 2 7 2 1 1 0 2 1 3 6 1 1 4 2 3 2 1 2 4 5 3 6 4 6 7 3 8 5 5 9 6 9 7 5 6 4 3 5 5 4 4 4 5 5 4 7 5 3 2 4 7 0 2 5 3 2 4 5 2 4 6 6 3 3 6 4 6 4 6 9 4 3 1 4 5 3 5 6 4 2 3 2 6 5 6 4 5 7 7 6 5 5 6 6 6 8 3 7 4 9 6 12 6 2 11 8 5 5 4 5 7 10 6 5 6 4 7 14 11 14 15 12 15 18 16 16 19 17 14 12 14 4 8 11 15 15 10 14 12 12 15 15 8 9 18 14 11 11 9 10 9 12 13 12 12 10 8 9 10 8 6 7 7 10 7 6 7 6 10 10 10 10 17 10 6 11 7 4 13 14 9 9 11 11 6 8 14 8 9 13 10 9 10 10 10 12 13 12 13 10 11 10 7 20 18 16 14 7 15 14 14 19 14 27 17 11 19 22 33 27 22 28 37 37 55 57 70 100 115 45 34 32 33 18 16 11 10 11 2 8 6 4 6 5 5 6 33 48
Pion Histogram
 6 2 2 21 82 132 101 81 69 73 42 42 38 27 28 33 20 23 18 26 20 18 17 21 12 16 18 18 24 29 23 25 37 30 28 28 21 29 31 26 24 21 14 23 20 18 13 13 14 13 11 8 13 11 14 18 12 15 13 11 13 13 10 14 12 14 14 7 7 8 18 9 13 5 9 9 11 6 8 12 10 17 12 5 12 11 10 6 8 5 6 11 8 0 7 12 9 10 6 3 11 7 7 2 6 4 8 11 5 10 6 12 5 10 11 7 7 3 12 9 15 9 11 9 7 12 9 4 12 16 22 12 19 11 11 7 11 6 11 4 6 8 9 12 6 6 14 8 2 3 7 10 5 7 5 10 6 7 12 11 7 0 6 4 3 5 3 4 3 3 3 3 10 3 2 2 8 3 4 6 4 4 7 4 3 2 2 4 5 3 2 3 4 3 3 4 2 2 4 6 2 3 1 2 2 4 3 2 4 1 5 2 0 2 5 1 3 6 3 2 5 5 3 1 8 3 5 2 7 1 7 2 5 6 10 7 12 2 6 4 5 5 1 0 0 1 1 0 0 1 0 0 0 0 1 3
Error: 0.393916
Pion Efficiency: 0.395324
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 2 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 17 24 13 11 5 12 3 3 1 8 2 6 4 3 1 3 1 3 3 3 2 4 1 4 2 5 2 3 4 1 2 1 3 3 6 2 7 0 2 0 5 2 2 2 0 3 1 4 2 3 2 3 5 2 3 6 2 2 3 3 5 3 1 3 6 1 2 4 5 6 7 6 3 5 4 8 7 4 3 6 7 4 1 5 4 0 3 3 5 9 8 9 6 7 7 5 15 6 8 8 8 5 16 11 18 8 9 10 6 8 7 4 10 14 6 12 4 13 10 5 10 5 9 6 16 7 12 9 10 12 9 7 6 9 11 8 9 13 6 10 10 7 11 7 15 13 5 11 15 4 10 11 11 14 10 11 11 12 6 5 8 13 9 11 12 6 7 10 15 9 16 19 11 11 13 15 13 17 10 9 18 16 26 24 18 29 16 19 19 22 30 35 20 47 44 33 41 50 50 62 55 72 66 10 5 6 5 2 1 3 2 3 2 1 1 0 1 0 2 2 0 0 2 3 2 1 1 0 3 2 6 5 10 0
Pion Histogram
 33 9 5 4 6 2 5 10 2 11 3 4 6 1 4 2 5 2 2 7 1 5 329 264 102 73 41 31 42 39 26 18 22 23 14 14 18 17 12 8 15 17 19 3 10 13 13 11 11 4 11 10 12 4 6 7 10 7 6 6 9 8 11 5 2 7 8 7 9 8 6 10 3 8 9 8 6 3 3 7 6 10 8 6 8 5 5 5 7 9 9 4 9 6 1 6 6 6 4 7 2 7 4 7 8 6 8 3 5 7 9 8 4 9 5 5 5 9 10 6 6 9 10 8 13 9 14 8 3 9 9 9 11 6 10 5 2 7 4 6 6 9 0 2 9 8 3 6 1 4 1 3 7 7 7 3 5 6 5 8 5 4 4 4 3 4 6 1 6 3 1 2 2 2 1 4 3 3 7 3 0 1 3 3 4 3 1 3 1 1 4 3 2 1 5 5 3 7 7 2 5 5 2 1 3 2 3 5 4 1 1 1 3 4 5 6 2 2 7 4 7 3 4 11 8 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0
Error: 0.382578
Pion Efficiency: 0.339138
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 4 1 0 0 0 2 0 0 1 2 2 0 0 1 2 2 0 1 0 2 0 0 9 7 6 3 6 2 0 3 4 3 2 1 1 2 0 3 3 3 1 2 1 0 1 1 1 1 0 1 3 0 1 0 1 1 0 2 0 2 1 1 2 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 1 1 1 2 2 3 2 0 1 1 3 1 0 1 2 1 1 1 0 0 1 0 2 1 1 1 1 2 2 4 0 2 0 1 3 0 2 0 3 1 1 3 2 1 4 6 1 2 0 3 2 0 3 1 5 1 1 3 4 4 4 0 3 2 2 0 3 3 2 3 1 3 0 2 4 1 2 1 6 2 2 1 2 2 1 2 3 2 0 3 2 2 0 1 1 0 1 2 3 3 3 3 3 3 5 1 3 1 3 7 4 5 1 3 2 4 4 3 3 3 5 6 4 3 2 7 6 7 4 5 6 8 5 9 4 5 11 15 9 10 13 15 18 13 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 3 1 1 2 1 0 0 0 0 2 1 1 1 0 1 1 1 1 0 2 0 1 74 66 24 15 13 7 7 7 9 7 0 4 3 5 6 3 3 7 1 2 3 4 1 4 1 3 2 2 3 1 0 4 2 3 1 4 1 1 5 3 1 2 4 0 1 1 3 0 4 0 1 1 4 0 1 1 1 3 3 2 1 0 1 1 0 0 3 3 1 1 3 0 3 1 3 1 1 1 3 1 3 2 0 0 3 0 3 2 0 2 2 3 1 0 1 4 3 4 2 0 2 2 4 5 1 0 1 2 3 0 0 1 1 0 0 1 3 1 0 2 1 0 1 2 3 3 0 1 0 0 1 2 2 1 1 3 2 2 4 2 1 2 1 3 0 0 1 1 2 2 1 0 1 1 1 2 0 1 0 1 0 0 3 1 2 0 0 0 0 1 0 0 2 0 1 2 1 1 1 1 1 2 1 1 2 3 2 2 0 0 1 3 2 3 0 0 1 2 2 4 1 2 3 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0
Error: 0.444215
Pion Efficiency: 0.602812
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 6 1 0 0 0 2 0 0 1 2 2 0 1 2 2 2 0 1 0 2 0 0 26 31 19 14 11 14 3 6 5 11 4 7 5 5 1 6 4 6 4 5 3 4 2 5 3 6 2 4 7 1 3 1 4 4 6 4 7 2 3 1 7 2 2 2 0 3 1 4 2 3 3 3 5 3 4 7 2 2 3 4 6 4 3 5 9 3 2 5 6 9 8 6 4 7 5 9 8 4 3 7 7 6 2 6 5 1 5 5 9 9 10 9 7 10 7 7 15 9 9 9 11 7 17 15 24 9 11 10 9 10 7 7 11 19 7 13 7 17 14 9 10 8 11 8 16 10 15 11 13 13 12 7 8 13 12 10 10 19 8 12 11 9 13 8 17 16 7 11 18 6 12 11 12 15 10 12 13 15 9 8 11 16 12 16 13 9 8 13 22 13 21 20 14 13 17 19 16 20 13 14 24 20 29 26 25 35 23 23 24 28 38 40 29 51 49 44 56 59 60 75 70 90 79 10 6 6 6 3 1 3 2 4 2 2 1 0 1 1 2 2 1 0 2 3 2 1 1 0 3 2 6 5 10 0
Pion Histogram
 36 10 6 6 7 2 5 10 2 13 4 5 7 1 5 3 6 3 2 9 1 6 403 330 126 88 54 38 49 46 35 25 22 27 17 19 24 20 15 15 16 19 22 7 11 17 14 14 13 6 14 11 12 8 8 10 11 11 7 7 14 11 12 7 6 7 9 8 12 8 10 10 4 9 13 8 7 4 4 10 9 12 9 6 9 6 5 5 10 12 10 5 12 6 4 7 9 7 5 8 5 8 7 9 8 6 11 3 8 9 9 10 6 12 6 5 6 13 13 10 8 9 12 10 17 14 15 8 4 11 12 9 11 7 11 5 2 8 7 7 6 11 1 2 10 10 6 9 1 5 1 3 8 9 9 4 6 9 7 10 9 6 5 6 4 7 6 1 7 4 3 4 3 2 2 5 4 5 7 4 0 2 3 3 7 4 3 3 1 1 4 4 2 1 7 5 4 9 8 3 6 6 3 3 4 3 5 8 6 3 1 1 4 7 7 9 2 2 8 6 9 7 5 13 11 0 1 0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 1 2 0
Error: 0.395677
Pion Efficiency: 0.401605
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 9
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 21 28 25 11 12 9 8 5 4 7 3 3 1 0 7 5 2 6 5 4 2 4 0 4 3 4 2 1 1 4 0 1 0 5 3 1 2 2 2 4 1 3 3 0 5 2 2 6 3 2 2 2 5 2 0 3 0 0 1 1 4 3 4 1 5 3 3 0 2 0 4 3 2 3 2 1 3 4 2 2 1 3 4 3 3 2 0 4 2 3 2 4 2 3 5 5 6 5 7 2 6 7 3 3 5 3 4 4 5 9 6 5 5 6 8 10 4 10 7 6 6 14 9 26 7 5 8 3 3 10 4 8 5 2 6 10 8 5 4 6 8 4 5 6 12 9 8 4 10 8 5 12 7 5 13 8 8 14 11 8 11 6 13 12 9 10 13 14 12 9 9 13 12 16 14 15 17 9 12 12 20 14 14 9 8 8 28 7 12 10 17 10 15 19 19 16 19 19 22 15 26 23 19 29 19 36 35 24 31 38 53 31 53 41 48 67 43 61 57 64 1 0 1 0 0 1 1 0 0 0 0
Pion Histogram
 55 2 1 1 2 2 2 1 0 0 1 0 0 1 0 3 4 1 2 3 2 1 1 3 3 281 309 141 86 61 46 34 34 34 17 25 20 17 16 21 15 13 16 5 10 7 14 13 8 10 8 6 2 4 5 7 8 1 9 6 11 3 4 8 5 6 3 7 12 5 9 3 6 3 3 4 5 6 2 4 7 5 3 10 5 4 5 8 7 5 3 9 7 7 3 10 4 3 6 5 5 8 4 5 7 1 3 6 4 2 4 5 6 0 3 5 3 7 6 2 6 5 5 3 5 1 5 7 5 5 7 4 2 1 3 2 3 7 8 7 7 10 6 3 5 10 6 11 16 7 2 1 5 2 6 7 7 2 2 3 5 6 12 6 2 1 7 4 8 1 7 2 1 5 2 10 5 2 8 6 4 1 6 7 4 6 3 6 5 3 5 1 3 2 4 1 9 3 7 4 2 4 2 9 6 4 5 5 6 7 2 5 1 3 4 2 4 7 6 2 4 3 7 2 2 4 1 2 3 6 7 4 1 5 4 8 5 4 2 4 6 4 7 6 2 0 0 0 0 0 0 0 0 0 0 0
Error: 0.388365
Pion Efficiency: 0.375927
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 7 0 0 0 1 0 0 0 0 0 0 0 2 0 1 0 1 0 0 0 0 2 0 0 0 3 6 2 2 7 3 1 0 3 1 2 1 0 3 1 0 2 3 1 5 0 2 0 0 0 1 0 1 1 1 2 0 0 1 0 0 4 1 0 0 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 3 0 0 2 0 0 0 0 0 0 1 1 3 1 2 0 0 0 1 1 2 0 2 0 0 3 0 1 1 1 2 1 0 0 1 0 2 0 0 0 1 1 0 0 2 1 2 3 2 3 0 2 1 2 3 1 4 2 3 2 1 4 2 0 1 2 0 1 1 4 2 0 4 3 0 2 0 3 0 0 2 2 1 1 5 0 5 4 2 0 1 3 2 2 1 3 4 4 4 2 1 2 1 1 2 2 2 5 2 4 3 5 5 4 5 3 3 4 4 4 1 2 3 2 3 5 4 1 1 4 4 9 6 5 7 5 5 1 3 6 4 6 6 6 4 6 7 5 11 6 15 8 12 8 16 16 19 14 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 3 0 2 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 65 78 22 16 16 13 11 4 14 10 4 3 1 8 3 2 3 3 1 4 1 4 4 4 4 4 3 2 0 2 3 0 2 2 1 0 4 0 3 1 1 0 2 0 3 0 3 0 0 0 0 0 3 3 1 2 1 0 0 5 1 0 0 1 0 1 0 1 1 0 4 0 0 1 2 3 2 2 1 2 1 0 1 2 2 3 0 1 1 0 1 1 0 1 0 1 1 1 4 1 1 2 0 1 3 1 1 0 1 2 2 4 3 3 0 1 1 1 5 1 2 4 2 4 4 0 1 0 0 3 1 0 0 4 1 1 5 2 4 0 2 1 0 1 1 2 2 0 0 2 0 0 2 1 2 2 1 2 0 3 3 2 3 0 3 1 2 1 0 2 0 2 0 2 3 2 2 1 0 1 1 2 0 0 2 1 1 3 2 0 1 0 1 1 1 1 0 2 1 1 3 1 3 0 1 0 0 0 0 2 0 1 2 2 0 2 3 0 3 4 0 0 0 0 0 0 0 0 0 0 0
Error: 0.424801
Pion Efficiency: 0.506108
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 10 0 0 0 1 0 0 0 0 0 0 0 2 0 1 1 1 0 0 0 0 2 0 0 0 24 34 27 13 19 12 9 5 7 8 5 4 1 3 8 5 4 9 6 9 2 6 0 4 3 5 2 2 2 5 2 1 0 6 3 1 6 3 2 4 2 4 4 1 5 3 3 7 3 2 2 2 5 2 0 4 1 0 2 2 4 3 7 1 5 5 3 0 2 0 4 3 3 4 5 2 5 4 2 2 2 4 6 3 5 2 0 7 2 4 3 5 4 4 5 5 7 5 9 2 6 7 4 4 5 3 6 5 7 12 8 8 5 8 9 12 7 11 11 8 9 16 10 30 9 5 9 5 3 11 5 12 7 2 10 13 8 7 4 9 8 4 7 8 13 10 13 4 15 12 7 12 8 8 15 10 9 17 15 12 15 8 14 14 10 11 15 16 14 14 11 17 15 21 19 19 22 12 15 16 24 18 15 11 11 10 31 12 16 11 18 14 19 28 25 21 26 24 27 16 29 29 23 35 25 42 39 30 38 43 64 37 68 49 60 75 59 77 76 78 1 0 1 0 0 1 1 0 0 0 0
Pion Histogram
 58 2 3 2 2 2 2 1 0 0 1 1 0 1 0 3 4 1 2 3 2 1 1 3 3 346 387 163 102 77 59 45 38 48 27 29 23 18 24 24 17 16 19 6 14 8 18 17 12 14 12 9 4 4 7 10 8 3 11 7 11 7 4 11 6 7 3 9 12 8 9 6 6 3 3 4 5 9 5 5 9 6 3 10 10 5 5 8 8 5 4 9 8 8 3 14 4 3 7 7 8 10 6 6 9 2 3 7 6 4 7 5 7 1 3 6 4 7 7 2 7 6 6 7 6 2 7 7 6 8 8 5 2 2 5 4 7 10 11 7 8 11 7 8 6 12 10 13 20 11 2 2 5 2 9 8 7 2 6 4 6 11 14 10 2 3 8 4 9 2 9 4 1 5 4 10 5 4 9 8 6 2 8 7 7 9 5 9 5 6 6 3 4 2 6 1 11 3 9 7 4 6 3 9 7 5 7 5 6 9 3 6 4 5 4 3 4 8 7 3 5 3 9 3 3 7 2 5 3 7 7 4 1 5 6 8 6 6 4 4 8 7 7 9 6 0 0 0 0 0 0 0 0 0 0 0
Error: 0.395922
Pion Efficiency: 0.404745
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 10
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 2 0 0 0 0 6 8 1 2 2 1 1 3 1 2 0 2 1 2 0 8 4 9 1 7 3 3 5 3 5 4 2 5 0 5 3 3 1 4 2 4 1 1 1 1 2 1 2 3 1 0 6 4 2 5 5 1 3 3 0 0 1 2 4 1 3 4 2 1 3 2 1 0 2 1 2 2 1 2 4 6 9 27 9 3 3 5 4 1 1 1 2 4 5 2 1 2 4 5 3 1 0 2 1 1 2 2 1 1 6 3 1 3 4 6 5 4 6 6 0 1 3 4 1 4 8 4 4 3 6 13 4 3 5 5 6 2 4 1 4 6 3 4 5 5 6 3 7 11 5 9 6 1 6 13 9 8 13 8 7 10 14 12 7 9 17 8 10 25 10 11 6 12 11 5 8 7 7 11 16 10 12 7 17 12 10 10 15 6 9 12 12 4 8 13 12 13 19 14 13 13 10 12 11 8 14 15 8 10 20 15 26 21 17 19 19 25 23 22 27 23 22 26 50 24 25 31 24 32 29 37 29 24 17 19 15 18 19 16 20 27 48 16 12 5 7 14 12 4 11 11 11 7 15 41 60
Pion Histogram
 55 7 7 8 4 158 61 38 30 19 14 16 18 18 17 19 15 4 16 25 127 70 61 43 24 46 28 24 30 21 13 20 15 13 14 14 11 17 18 9 10 14 12 12 4 7 11 9 10 13 6 10 7 4 11 9 6 7 6 3 5 5 9 10 8 10 8 5 3 7 4 7 5 4 6 6 14 6 8 7 12 19 35 20 8 3 8 6 7 8 8 5 3 6 2 2 4 9 4 2 6 7 9 5 5 4 8 9 5 3 2 3 6 9 3 4 1 4 8 4 4 2 4 6 4 1 4 5 6 6 7 11 3 7 2 3 5 4 6 10 1 5 4 6 3 2 3 2 4 7 4 8 7 8 10 8 3 7 1 4 6 4 4 8 5 6 7 11 8 3 7 3 4 5 6 2 7 6 1 1 6 4 8 1 5 4 5 2 6 4 2 3 4 1 4 4 6 4 4 4 3 7 3 2 4 3 4 5 3 6 6 6 2 4 4 2 2 1 2 3 1 4 7 6 1 6 5 3 2 4 4 6 0 2 2 4 3 1 1 5 2 3 1 1 1 0 0 0 2 1 1 0 0 0 2 6
Error: 0.378078
Pion Efficiency: 0.342932
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 0 1 0 1 6 0 0 0 0 0 1 1 3 0 0 0 0 1 1 0 1 3 2 1 2 0 4 1 2 1 0 3 0 2 2 0 0 1 0 0 1 0 1 0 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 3 1 0 2 0 1 1 0 1 0 0 0 0 1 2 0 1 0 1 0 0 3 5 2 0 1 1 2 0 1 0 0 1 0 1 0 2 0 0 0 0 1 0 0 1 1 2 0 0 1 0 1 1 1 0 1 2 1 2 1 0 0 1 2 0 2 3 5 1 6 0 2 0 0 2 1 2 3 3 3 3 0 2 2 2 1 2 2 0 1 3 1 2 0 2 1 3 0 0 2 3 2 3 3 2 4 4 7 5 1 1 0 2 3 0 3 4 2 4 0 1 0 2 0 1 3 1 7 3 1 5 1 3 4 3 2 2 4 1 3 7 2 5 3 3 3 3 4 2 3 4 5 2 2 2 4 9 8 3 4 6 5 2 7 3 2 3 7 9 9 10 11 9 5 4 7 1 4 3 6 6 14 5 2 2 0 1 2 0 0 3 2 5 0 7 21
Pion Histogram
 10 1 1 0 1 43 12 11 6 8 5 3 4 2 2 4 4 1 0 6 25 19 15 7 8 8 7 5 6 8 4 8 4 2 4 4 6 3 5 4 1 2 4 2 2 1 1 1 4 1 1 0 1 0 1 2 0 0 1 0 1 0 2 2 1 1 3 5 1 1 2 1 3 3 0 1 3 2 2 4 4 4 8 8 1 4 2 0 1 2 1 3 3 1 2 0 0 1 2 1 1 1 1 1 0 1 3 2 1 0 3 0 1 0 0 0 0 0 1 0 2 1 1 0 1 3 1 1 0 0 4 0 1 1 2 0 3 0 0 2 0 1 1 0 2 1 2 1 2 2 2 1 1 2 2 2 1 1 5 3 2 2 2 2 2 2 1 1 3 2 2 3 3 1 2 1 0 0 2 3 1 0 4 1 1 1 1 0 1 0 0 1 0 3 2 2 2 6 0 1 2 1 1 0 1 1 1 2 1 1 0 1 0 1 2 0 0 0 1 0 4 2 0 0 2 0 1 2 1 0 1 2 1 2 0 2 0 1 2 0 0 0 1 0 0 0 1 1 0 1 1 1 1 0 1 6
Error: 0.427121
Pion Efficiency: 0.484321
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 10 0 1 0 1 12 8 1 2 2 1 2 4 4 2 0 2 1 3 1 8 5 12 3 8 5 3 9 4 7 5 2 8 0 7 5 3 1 5 2 4 2 1 2 1 3 2 3 3 1 1 7 4 3 6 6 2 4 3 1 3 2 2 6 1 4 5 2 2 3 2 1 0 3 3 2 3 1 3 4 6 12 32 11 3 4 6 6 1 2 1 2 5 5 3 1 4 4 5 3 1 1 2 1 2 3 4 1 1 7 3 2 4 5 6 6 6 7 8 1 1 3 5 3 4 10 7 9 4 12 13 6 3 5 7 7 4 7 4 7 9 3 6 7 7 7 5 9 11 6 12 7 3 6 15 10 11 13 8 9 13 16 15 10 11 21 12 17 30 11 12 6 14 14 5 11 11 9 15 16 11 12 9 17 13 13 11 22 9 10 17 13 7 12 16 14 15 23 15 16 20 12 17 14 11 17 18 12 12 23 19 31 23 19 21 23 34 31 25 31 29 27 28 57 27 27 34 31 41 38 47 40 33 22 23 22 19 23 19 26 33 62 21 14 7 7 15 14 4 11 14 13 12 15 48 81
Pion Histogram
 65 8 8 8 5 201 73 49 36 27 19 19 22 20 19 23 19 5 16 31 152 89 76 50 32 54 35 29 36 29 17 28 19 15 18 18 17 20 23 13 11 16 16 14 6 8 12 10 14 14 7 10 8 4 12 11 6 7 7 3 6 5 11 12 9 11 11 10 4 8 6 8 8 7 6 7 17 8 10 11 16 23 43 28 9 7 10 6 8 10 9 8 6 7 4 2 4 10 6 3 7 8 10 6 5 5 11 11 6 3 5 3 7 9 3 4 1 4 9 4 6 3 5 6 5 4 5 6 6 6 11 11 4 8 4 3 8 4 6 12 1 6 5 6 5 3 5 3 6 9 6 9 8 10 12 10 4 8 6 7 8 6 6 10 7 8 8 12 11 5 9 6 7 6 8 3 7 6 3 4 7 4 12 2 6 5 6 2 7 4 2 4 4 4 6 6 8 10 4 5 5 8 4 2 5 4 5 7 4 7 6 7 2 5 6 2 2 1 3 3 5 6 7 6 3 6 6 5 3 4 5 8 1 4 2 6 3 2 3 5 2 3 2 1 1 0 1 1 2 2 2 1 1 0 3 12
Error: 0.388385
Pion Efficiency: 0.3709
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 11
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 9 2 0 3 2 0 3 6 5 10 3 3 6 6 1 2 0 2 3 1 1 8 3 1 2 1 6 3 5 2 3 3 1 1 4 1 1 1 3 2 2 4 1 1 3 0 3 3 4 4 5 2 2 8 5 12 0 4 3 2 4 2 3 3 3 2 1 7 2 1 2 6 0 2 4 4 2 2 3 5 1 4 3 3 9 5 4 4 6 17 6 7 3 7 12 1 6 4 4 8 6 7 5 6 3 8 5 3 11 6 7 6 10 4 8 5 4 5 6 10 7 11 12 11 7 7 13 15 9 18 11 11 9 6 10 4 4 5 7 8 5 8 5 6 9 2 7 6 5 11 7 6 7 2 10 6 6 3 8 5 8 7 8 5 7 8 3 4 9 5 2 4 4 9 4 4 12 9 8 9 11 5 9 10 4 6 8 4 8 9 9 6 12 8 14 10 9 7 10 12 10 12 13 11 13 14 8 17 13 11 40 22 22 20 26 16 27 17 24 34 29 31 47 64 70 85 88 85 83 0 2 1 2 0 0 1 0 3 2 0 0 2 0 0 0 2 1 0 1 5 4 4 2 8 43 14
Pion Histogram
 223 51 47 49 32 62 49 108 89 45 56 37 25 31 29 29 16 24 11 21 12 15 7 11 16 13 16 9 10 14 11 7 11 12 10 7 3 11 10 14 14 9 9 9 13 6 10 5 9 2 8 10 16 10 14 22 9 13 10 4 8 8 13 8 4 9 8 6 7 3 4 8 8 8 5 7 2 7 4 5 5 9 3 7 7 6 7 2 8 31 11 7 8 5 11 5 10 8 7 9 5 7 6 7 5 6 13 6 10 7 5 8 6 6 6 9 8 3 6 9 11 8 15 5 6 6 8 8 7 3 9 3 7 6 5 6 6 8 6 1 3 4 4 4 3 4 5 5 6 3 4 5 2 3 1 3 4 2 2 2 2 2 5 2 1 3 4 4 4 3 3 5 2 3 3 1 2 3 3 1 4 3 1 1 0 0 2 3 2 0 2 0 2 2 3 4 2 2 0 5 0 1 3 5 3 2 2 2 4 0 4 5 4 6 2 2 3 1 6 4 4 1 7 4 3 9 7 8 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0
Error: 0.376029
Pion Efficiency: 0.334349
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 13 1 1 1 2 2 2 2 2 1 3 0 1 2 1 1 1 1 1 1 0 0 0 2 3 3 3 1 1 1 0 2 0 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 3 0 1 0 4 2 1 1 3 1 0 0 1 2 2 0 2 0 1 3 0 1 0 1 3 1 0 0 2 0 1 2 6 0 0 1 1 1 2 5 3 1 2 2 1 1 2 1 2 1 0 1 1 3 3 0 0 2 0 2 1 2 1 2 4 4 2 1 4 0 2 1 3 0 4 3 2 6 1 1 6 2 3 4 0 1 4 2 3 5 1 6 0 1 3 2 0 1 1 1 3 4 1 2 1 2 2 3 3 0 1 0 3 0 2 2 2 1 1 2 1 3 0 1 3 1 1 1 3 0 3 1 0 4 1 2 1 0 3 3 2 1 2 0 3 2 4 3 1 1 0 5 2 5 4 5 4 2 3 3 6 3 6 5 2 3 4 4 2 6 11 10 12 10 11 21 17 19 24 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 7 2
Pion Histogram
 34 15 12 8 8 10 15 30 19 17 5 9 6 7 10 5 3 8 4 2 2 4 7 3 1 2 1 2 3 4 6 6 3 2 2 7 4 3 1 0 3 2 0 2 1 6 2 0 3 1 2 4 2 5 2 5 1 1 7 1 1 1 1 3 1 1 2 1 1 2 0 3 2 0 2 3 2 2 1 1 2 1 1 3 1 0 1 3 2 7 6 4 1 1 2 1 4 3 0 0 1 0 6 0 1 3 2 1 2 3 1 2 1 0 2 0 0 0 2 1 3 1 1 0 5 4 2 1 2 0 0 3 1 0 0 1 1 0 2 0 0 0 0 0 0 2 1 0 1 2 1 0 0 0 1 3 0 0 1 0 0 0 1 1 1 0 0 0 0 0 1 1 2 1 1 0 1 0 1 1 2 0 0 0 0 0 2 0 2 1 0 1 1 2 2 0 0 1 1 1 0 1 1 2 2 0 2 1 1 2 3 1 0 1 2 2 1 1 2 1 0 1 1 1 2 4 2 3 4 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 1 1 7 3
Error: 0.442649
Pion Efficiency: 0.520211
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 22 3 1 4 4 2 5 8 7 11 6 3 7 8 2 3 1 3 4 2 1 8 3 3 5 4 9 4 6 3 3 5 1 1 5 1 1 1 3 3 2 4 1 2 3 1 4 3 5 4 8 2 3 8 9 14 1 5 6 3 4 2 4 5 5 2 3 7 3 4 2 7 0 3 7 5 2 2 5 5 2 6 9 3 9 6 5 5 8 22 9 8 5 9 13 2 8 5 6 9 6 8 6 9 6 8 5 5 11 8 8 8 11 6 12 9 6 6 10 10 9 12 15 11 11 10 15 21 10 19 17 13 12 10 10 5 8 7 10 13 6 14 5 7 12 4 7 7 6 12 10 10 8 4 11 8 8 6 11 5 9 7 11 5 9 10 5 5 10 7 3 7 4 10 7 5 13 10 11 9 14 6 9 14 5 8 9 4 11 12 11 7 14 8 17 12 13 10 11 13 10 17 15 16 17 19 12 19 16 14 46 25 28 25 28 19 31 21 26 40 40 41 59 74 81 106 105 104 107 0 2 1 2 0 0 1 0 4 2 0 1 2 1 0 0 2 1 0 1 5 4 4 2 9 50 16
Pion Histogram
 257 66 59 57 40 72 64 138 108 62 61 46 31 38 39 34 19 32 15 23 14 19 14 14 17 15 17 11 13 18 17 13 14 14 12 14 7 14 11 14 17 11 9 11 14 12 12 5 12 3 10 14 18 15 16 27 10 14 17 5 9 9 14 11 5 10 10 7 8 5 4 11 10 8 7 10 4 9 5 6 7 10 4 10 8 6 8 5 10 38 17 11 9 6 13 6 14 11 7 9 6 7 12 7 6 9 15 7 12 10 6 10 7 6 8 9 8 3 8 10 14 9 16 5 11 10 10 9 9 3 9 6 8 6 5 7 7 8 8 1 3 4 4 4 3 6 6 5 7 5 5 5 2 3 2 6 4 2 3 2 2 2 6 3 2 3 4 4 4 3 4 6 4 4 4 1 3 3 4 2 6 3 1 1 0 0 4 3 4 1 2 1 3 4 5 4 2 3 1 6 0 2 4 7 5 2 4 3 5 2 7 6 4 7 4 4 4 2 8 5 4 2 8 5 5 13 9 11 9 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 1 1 0 1 0 0 1 1 8 3
Error: 0.390267
Pion Efficiency: 0.370551
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 12
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 15 6 6 13 5 4 6 8 4 5 2 3 3 3 4 3 3 1 2 4 4 2 7 3 4 1 3 3 5 3 0 3 3 6 4 3 1 6 1 3 1 3 2 1 1 2 1 1 1 2 3 2 1 0 5 3 0 3 1 3 3 0 4 4 3 4 5 3 2 1 1 3 3 5 4 2 7 4 5 2 4 1 1 4 6 3 3 3 10 8 3 4 5 7 2 7 5 5 6 12 3 8 7 15 6 8 10 14 20 40 8 7 9 11 9 4 12 15 12 15 15 10 5 14 7 10 13 5 12 4 8 12 14 7 8 8 15 12 9 4 11 8 9 5 4 11 10 10 8 8 5 8 9 12 5 9 12 9 7 5 9 5 6 8 9 5 11 10 9 14 8 9 16 8 6 13 10 17 11 15 7 17 12 10 15 20 14 15 8 12 21 20 19 18 14 21 21 16 21 13 25 18 20 18 19 22 28 24 33 33 26 40 33 38 37 39 28 32 32 29 36 42 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 84 11 3 3 2 3 1 1 0 4 4 2 1 1 3 1 0 252 215 117 72 50 44 42 47 28 26 18 14 15 13 21 21 16 15 17 15 13 17 11 12 9 14 14 10 11 11 9 11 9 5 5 10 6 8 12 6 7 9 14 6 5 5 7 6 7 5 5 2 5 5 13 6 8 7 3 5 4 6 4 4 3 7 10 3 4 6 2 5 8 4 6 3 7 5 6 3 2 4 5 11 7 12 2 9 5 5 2 6 6 3 7 7 5 10 7 11 7 11 10 9 4 9 6 14 10 11 29 8 7 8 6 8 4 7 9 10 10 14 7 6 4 5 2 6 5 6 7 8 9 2 7 8 9 7 3 2 6 2 4 6 4 4 5 5 6 6 5 5 4 4 6 1 3 1 3 3 1 6 1 1 2 3 1 4 1 6 5 4 1 2 4 1 3 3 3 1 1 2 0 3 1 3 2 3 4 4 0 3 2 4 0 2 5 1 1 4 3 3 2 2 1 3 1 1 5 4 4 4 5 3 1 4 0 3 3 3 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.383246
Pion Efficiency: 0.343927
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 12 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 4 2 4 6 1 3 3 3 1 0 1 2 2 1 2 0 2 1 1 2 2 0 1 0 1 1 0 2 0 2 2 0 1 3 0 0 1 0 0 1 0 0 0 0 0 0 1 2 1 1 2 1 0 0 0 0 1 0 2 1 0 1 0 0 0 2 1 2 2 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 0 2 1 1 1 1 1 1 3 2 0 3 0 0 2 0 1 3 2 1 4 6 5 4 6 17 2 1 3 0 1 4 3 3 2 2 1 3 2 1 1 4 3 1 2 6 5 0 3 2 6 3 4 3 2 1 1 1 1 2 1 2 0 3 2 1 3 1 2 1 1 4 2 1 2 1 2 1 1 0 3 2 4 1 3 3 2 2 3 0 0 2 3 2 4 3 3 4 4 3 6 5 1 4 5 2 3 3 2 5 6 3 3 2 13 6 6 3 5 4 7 6 5 6 9 5 2 4 10 7 9 9 9 5 6 6 9 10 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 12 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65 52 24 15 12 11 10 4 7 5 4 6 10 9 5 6 2 1 5 5 2 2 1 1 6 1 0 6 4 3 0 0 1 1 1 0 1 2 3 3 2 5 2 2 2 1 2 2 3 1 4 3 3 1 3 1 2 2 4 1 3 2 2 1 4 2 3 4 0 0 2 3 3 3 0 2 0 1 2 1 1 2 0 0 1 1 0 1 1 1 3 1 1 2 3 1 3 2 1 2 5 5 2 4 2 2 1 5 1 6 8 1 3 2 0 3 2 2 3 0 1 0 1 2 0 3 1 1 2 0 3 2 1 0 0 0 2 1 2 1 1 2 0 1 1 1 2 0 3 0 2 3 1 1 0 2 0 1 0 0 0 0 1 1 0 2 0 1 1 1 2 1 0 0 0 0 2 1 0 0 0 1 0 2 0 2 2 2 0 3 0 2 1 0 1 1 0 0 0 1 1 1 0 0 0 0 3 3 1 0 2 0 3 0 1 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.419108
Pion Efficiency: 0.532513
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 23 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 11 19 8 10 19 6 7 9 11 5 5 3 5 5 4 6 3 5 2 3 6 6 2 8 3 5 2 3 5 5 5 2 3 4 9 4 3 2 6 1 4 1 3 2 1 1 2 2 3 2 3 5 3 1 0 5 3 1 3 3 4 3 1 4 4 3 6 6 5 4 1 1 4 3 5 5 3 8 4 6 3 4 1 1 4 6 5 4 4 11 9 4 5 8 9 2 10 5 5 8 12 4 11 9 16 10 14 15 18 26 57 10 8 12 11 10 8 15 18 14 17 16 13 7 15 8 14 16 6 14 10 13 12 17 9 14 11 19 15 11 5 12 9 10 7 5 13 10 13 10 9 8 9 11 13 6 13 14 10 9 6 11 6 7 8 12 7 15 11 12 17 10 11 19 8 6 15 13 19 15 18 10 21 16 13 21 25 15 19 13 14 24 23 21 23 20 24 24 18 34 19 31 21 25 22 26 28 33 30 42 38 28 44 43 45 46 48 37 37 38 35 45 52 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 96 11 4 3 2 3 1 1 0 4 4 2 1 1 3 1 0 317 267 141 87 62 55 52 51 35 31 22 20 25 22 26 27 18 16 22 20 15 19 12 13 15 15 14 16 15 14 9 11 10 6 6 10 7 10 15 9 9 14 16 8 7 6 9 8 10 6 9 5 8 6 16 7 10 9 7 6 7 8 6 5 7 9 13 7 4 6 4 8 11 7 6 5 7 6 8 4 3 6 5 11 8 13 2 10 6 6 5 7 7 5 10 8 8 12 8 13 12 16 12 13 6 11 7 19 11 17 37 9 10 10 6 11 6 9 12 10 11 14 8 8 4 8 3 7 7 6 10 10 10 2 7 8 11 8 5 3 7 4 4 7 5 5 7 5 9 6 7 8 5 5 6 3 3 2 3 3 1 6 2 2 2 5 1 5 2 7 7 5 1 2 4 1 5 4 3 1 1 3 0 5 1 5 4 5 4 7 0 5 3 4 1 3 5 1 1 5 4 4 2 2 1 3 4 4 6 4 6 4 8 3 2 4 0 3 3 5 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.390683
Pion Efficiency: 0.387997
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 13
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 12 3 2 1 13 5 6 7 3 9 5 6 2 2 5 4 3 1 2 2 3 0 2 3 3 1 1 2 3 1 1 4 1 3 2 0 0 2 2 1 3 2 4 1 2 2 2 5 0 2 3 4 0 2 0 0 4 2 4 1 3 0 4 1 1 1 1 3 15 2 4 5 2 1 1 1 2 3 0 3 7 3 1 3 1 2 1 7 1 1 2 0 4 1 3 4 0 1 3 2 3 4 1 0 3 1 3 2 3 4 3 3 1 6 5 4 4 5 2 4 2 1 5 6 5 3 1 4 6 4 4 4 2 1 5 4 2 4 6 4 10 5 3 5 4 2 2 3 3 0 1 1 3 4 6 6 4 6 2 4 5 4 3 4 7 4 7 22 9 6 3 6 8 3 9 6 8 2 4 9 5 10 5 6 11 7 7 7 7 8 12 12 8 3 10 8 6 14 17 11 17 16 7 11 13 13 21 21 18 10 17 16 13 8 13 10 9 19 18 15 15 8 16 13 16 14 20 17 19 15 15 26 26 24 33 49 69 41 19 23 26 32 30 31 19 35 34 29 35 45 34 58 49 67 87 0
Pion Histogram
 161 56 44 61 276 84 67 34 38 32 32 32 26 22 25 20 16 13 10 11 14 9 16 7 16 15 10 6 12 10 8 16 14 22 14 7 12 8 6 14 12 12 6 13 3 13 12 5 4 11 7 5 8 4 8 4 8 8 7 8 6 8 11 5 12 5 10 10 25 12 2 9 7 6 6 8 8 12 14 3 5 8 6 4 5 4 2 11 3 4 5 4 2 5 5 8 2 10 8 8 5 3 3 4 2 4 7 6 6 5 5 2 2 10 2 1 1 6 7 5 3 7 4 6 6 2 2 3 5 4 6 6 5 3 7 5 1 6 6 4 1 6 2 1 5 2 4 3 7 1 3 0 4 1 5 1 2 3 3 1 3 3 1 2 4 1 7 15 3 2 5 3 3 6 2 1 3 3 0 1 0 5 4 3 0 4 1 1 4 1 6 4 6 3 5 3 4 5 2 8 3 3 4 4 4 4 6 5 3 1 2 7 5 4 4 4 2 5 4 4 3 5 1 1 0 0 3 2 3 3 3 4 3 1 5 7 9 7 2 2 1 1 2 3 2 1 6 0 0 4 1 2 3 1 3 0
Error: 0.361083
Pion Efficiency: 0.30092
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 16 2 3 0 4 4 3 0 2 1 2 0 0 2 1 1 0 0 1 0 1 1 0 2 0 2 0 0 1 2 0 0 1 2 2 1 0 1 2 1 0 1 1 0 0 0 1 0 1 3 0 0 1 0 1 1 2 2 1 1 1 0 1 0 1 0 1 3 8 1 0 1 2 1 0 0 0 1 0 2 1 4 0 1 1 0 0 1 3 1 0 0 0 1 0 0 0 0 1 0 1 3 3 1 0 1 0 1 2 2 0 0 0 1 1 2 1 3 1 2 0 1 2 2 2 2 2 0 0 0 1 1 1 1 2 1 2 0 2 3 0 3 1 1 1 0 1 1 1 0 4 0 1 2 0 0 0 0 0 1 2 2 1 0 1 1 1 4 0 1 3 4 3 0 3 3 1 1 1 0 1 2 0 1 3 0 2 0 2 1 6 1 3 5 4 4 1 4 0 2 3 3 2 2 3 4 2 4 5 1 1 3 2 2 1 3 1 1 1 3 1 0 0 0 5 0 2 2 0 6 7 6 6 7 6 10 10 12 5 7 8 4 5 6 1 2 4 16 11 10 12 9 13 9 23 0
Pion Histogram
 42 12 13 21 66 19 23 6 6 8 7 5 6 4 3 2 3 2 5 5 2 3 2 0 4 0 4 1 4 1 1 3 3 3 1 1 0 1 1 1 3 3 4 2 2 0 3 2 0 1 2 1 1 0 1 2 0 2 2 1 3 2 0 2 1 1 1 3 9 0 2 5 2 2 3 1 4 2 0 3 2 4 1 0 2 0 1 2 1 0 2 1 0 1 1 1 2 2 2 2 0 0 0 1 3 2 0 1 1 0 0 0 1 1 0 1 0 3 2 0 1 1 0 3 1 3 1 0 3 1 0 2 0 2 2 2 2 0 0 2 3 0 1 0 1 0 0 0 1 2 0 1 0 0 0 3 0 1 0 0 1 2 0 2 0 2 2 1 2 2 1 2 2 1 0 0 0 3 2 3 0 1 1 0 1 0 0 2 0 1 0 0 2 0 0 2 0 0 1 3 2 3 1 1 3 2 0 1 4 0 3 3 1 2 2 1 2 1 1 0 0 1 1 0 0 1 1 2 1 2 2 0 2 1 2 0 2 3 2 1 2 0 1 3 1 3 0 2 2 1 5 2 2 3 3 0
Error: 0.448433
Pion Efficiency: 0.509434
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 28 5 5 1 17 9 9 7 5 10 7 6 2 4 6 5 3 1 3 2 4 1 2 5 3 3 1 2 4 3 1 4 2 5 4 1 0 3 4 2 3 3 5 1 2 2 3 5 1 5 3 4 1 2 1 1 6 4 5 2 4 0 5 1 2 1 2 6 23 3 4 6 4 2 1 1 2 4 0 5 8 7 1 4 2 2 1 8 4 2 2 0 4 2 3 4 0 1 4 2 4 7 4 1 3 2 3 3 5 6 3 3 1 7 6 6 5 8 3 6 2 2 7 8 7 5 3 4 6 4 5 5 3 2 7 5 4 4 8 7 10 8 4 6 5 2 3 4 4 0 5 1 4 6 6 6 4 6 2 5 7 6 4 4 8 5 8 26 9 7 6 10 11 3 12 9 9 3 5 9 6 12 5 7 14 7 9 7 9 9 18 13 11 8 14 12 7 18 17 13 20 19 9 13 16 17 23 25 23 11 18 19 15 10 14 13 10 20 19 18 16 8 16 13 21 14 22 19 19 21 22 32 32 31 39 59 79 53 24 30 34 36 35 37 20 37 38 45 46 55 46 67 62 76 110 0
Pion Histogram
 203 68 57 82 342 103 90 40 44 40 39 37 32 26 28 22 19 15 15 16 16 12 18 7 20 15 14 7 16 11 9 19 17 25 15 8 12 9 7 15 15 15 10 15 5 13 15 7 4 12 9 6 9 4 9 6 8 10 9 9 9 10 11 7 13 6 11 13 34 12 4 14 9 8 9 9 12 14 14 6 7 12 7 4 7 4 3 13 4 4 7 5 2 6 6 9 4 12 10 10 5 3 3 5 5 6 7 7 7 5 5 2 3 11 2 2 1 9 9 5 4 8 4 9 7 5 3 3 8 5 6 8 5 5 9 7 3 6 6 6 4 6 3 1 6 2 4 3 8 3 3 1 4 1 5 4 2 4 3 1 4 5 1 4 4 3 9 16 5 4 6 5 5 7 2 1 3 6 2 4 0 6 5 3 1 4 1 3 4 2 6 4 8 3 5 5 4 5 3 11 5 6 5 5 7 6 6 6 7 1 5 10 6 6 6 5 4 6 5 4 3 6 2 1 0 1 4 4 4 5 5 4 5 2 7 7 11 10 4 3 3 1 3 6 3 4 6 2 2 5 6 4 5 4 6 0
Error: 0.380165
Pion Efficiency: 0.351012
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 14
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 26 9 3 4 0 2 2 1 0 1 0 3 3 0 1 0 1 0 1 3 1 0 0 3 1 1 0 4 1 1 1 0 3 3 3 3 4 2 4 2 4 2 5 2 5 5 0 6 4 8 2 4 1 5 3 4 2 5 5 3 4 1 2 3 1 3 2 3 4 0 1 2 6 1 1 0 3 2 1 1 4 6 3 4 4 3 6 2 1 1 3 1 2 2 1 3 5 5 4 3 3 4 0 3 3 7 2 5 4 4 1 5 3 5 4 3 7 3 7 2 9 6 5 7 13 14 12 47 22 9 9 8 10 10 8 5 11 4 5 6 7 7 5 8 5 5 11 6 11 10 4 6 13 5 8 11 4 3 5 1 7 7 9 5 6 7 5 7 9 6 8 7 1 5 7 11 5 5 4 2 7 6 12 6 7 6 10 9 9 6 3 8 5 6 5 3 6 6 3 10 6 4 9 10 4 2 11 5 6 9 6 8 12 10 14 9 10 10 9 20 8 12 6 13 14 10 19 13 20 10 13 17 19 14 18 21 24 30 23 31 46 32 45 38 47 68 72 100 105 14 8 11 8 5 38 27
Pion Histogram
 485 75 48 28 31 34 21 17 22 16 21 21 11 15 17 16 10 13 18 8 13 12 10 14 6 9 12 13 11 10 10 16 10 12 14 18 16 14 23 12 12 11 10 20 11 14 19 23 18 27 16 26 12 13 11 13 13 11 10 7 4 9 9 6 4 4 7 4 4 2 2 4 6 6 10 6 9 4 2 5 5 6 1 4 6 3 1 4 5 7 1 9 1 7 4 8 3 8 10 5 4 5 7 5 4 5 6 4 3 8 12 7 0 6 4 3 4 11 7 1 11 4 9 11 6 8 20 51 13 21 11 6 9 11 7 4 4 5 4 4 2 4 3 7 5 3 1 3 5 5 3 4 7 3 3 3 3 5 1 2 3 2 0 1 4 3 7 4 1 3 4 5 2 2 7 3 2 1 5 6 4 3 2 2 4 2 2 1 3 3 1 0 4 2 1 1 1 3 2 2 0 2 3 2 3 2 3 1 4 0 0 2 0 4 4 0 1 4 3 0 2 4 2 1 1 3 2 2 1 2 0 2 3 2 3 2 2 2 0 2 2 5 2 1 5 3 0 8 6 1 0 0 0 1 3 2
Error: 0.367191
Pion Efficiency: 0.311632
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 26 1 0 0 0 1 0 1 0 2 1 1 0 1 0 0 1 0 0 1 0 2 1 0 0 0 0 1 0 0 1 0 0 2 2 1 0 1 2 0 1 3 0 2 0 2 1 1 2 0 1 3 1 1 3 0 1 0 1 0 2 2 0 1 0 0 1 1 0 0 1 1 0 1 2 0 1 0 0 0 0 1 0 1 2 1 0 0 3 0 0 1 1 0 2 0 1 1 3 0 0 0 1 1 1 1 0 0 1 0 3 2 4 3 1 1 0 1 3 1 3 3 1 1 4 1 4 14 7 1 2 2 2 4 3 3 1 2 4 2 0 1 5 0 1 1 2 3 0 2 4 0 0 0 3 1 0 1 1 3 1 4 1 1 1 2 2 1 0 2 3 1 2 0 1 0 1 1 0 3 2 1 2 1 0 0 1 1 2 3 3 1 1 1 1 4 3 1 4 4 1 3 2 5 1 2 2 0 2 1 1 0 2 0 1 2 1 2 2 3 3 2 5 0 5 4 2 6 5 3 0 3 6 4 2 4 6 7 7 4 7 8 12 6 10 13 25 27 26 2 0 1 3 2 9 5
Pion Histogram
 92 12 12 10 10 8 3 6 7 5 5 4 4 2 2 3 1 2 1 4 4 1 4 2 2 6 4 5 3 8 1 3 5 5 4 7 5 4 2 2 4 2 7 2 3 4 6 6 7 4 4 8 3 1 4 1 5 0 0 3 2 0 0 1 1 1 1 1 4 0 3 1 0 0 1 0 0 2 2 0 1 0 0 1 2 0 1 2 2 1 1 0 1 1 2 2 2 2 0 2 0 0 2 2 2 0 1 2 4 2 3 0 2 2 0 1 0 2 2 2 1 2 4 1 0 3 7 8 3 2 0 2 0 1 2 3 0 1 1 3 1 1 0 2 2 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 1 2 0 0 0 0 0 0 1 0 0 2 2 2 1 1 1 0 1 2 2 0 3 0 0 0 1 0 2 0 0 0 1 0 0 1 1 0 1 1 0 3 1 0 0 2 2 1 1 1 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 2 1 1 0 2 3 1 0 0 2 0 2 2 0 1 2 1 4 3 2 3 0 3 4 0 1 1 0 0 1 3
Error: 0.428678
Pion Efficiency: 0.487544
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 52 10 3 4 0 3 2 2 0 3 1 4 3 1 1 0 2 0 1 4 1 2 1 3 1 1 0 5 1 1 2 0 3 5 5 4 4 3 6 2 5 5 5 4 5 7 1 7 6 8 3 7 2 6 6 4 3 5 6 3 6 3 2 4 1 3 3 4 4 0 2 3 6 2 3 0 4 2 1 1 4 7 3 5 6 4 6 2 4 1 3 2 3 2 3 3 6 6 7 3 3 4 1 4 4 8 2 5 5 4 4 7 7 8 5 4 7 4 10 3 12 9 6 8 17 15 16 61 29 10 11 10 12 14 11 8 12 6 9 8 7 8 10 8 6 6 13 9 11 12 8 6 13 5 11 12 4 4 6 4 8 11 10 6 7 9 7 8 9 8 11 8 3 5 8 11 6 6 4 5 9 7 14 7 7 6 11 10 11 9 6 9 6 7 6 7 9 7 7 14 7 7 11 15 5 4 13 5 8 10 7 8 14 10 15 11 11 12 11 23 11 14 11 13 19 14 21 19 25 13 13 20 25 18 20 25 30 37 30 35 53 40 57 44 57 81 97 127 131 16 8 12 11 7 47 32
Pion Histogram
 577 87 60 38 41 42 24 23 29 21 26 25 15 17 19 19 11 15 19 12 17 13 14 16 8 15 16 18 14 18 11 19 15 17 18 25 21 18 25 14 16 13 17 22 14 18 25 29 25 31 20 34 15 14 15 14 18 11 10 10 6 9 9 7 5 5 8 5 8 2 5 5 6 6 11 6 9 6 4 5 6 6 1 5 8 3 2 6 7 8 2 9 2 8 6 10 5 10 10 7 4 5 9 7 6 5 7 6 7 10 15 7 2 8 4 4 4 13 9 3 12 6 13 12 6 11 27 59 16 23 11 8 9 12 9 7 4 6 5 7 3 5 3 9 7 4 1 3 5 5 3 4 8 4 4 3 3 6 2 2 4 4 0 1 4 3 7 4 2 3 4 7 4 4 8 4 3 1 6 8 6 3 5 2 4 2 3 1 5 3 1 0 5 2 1 2 2 3 3 3 0 5 4 2 3 4 5 2 5 1 1 3 0 5 4 0 2 4 3 1 2 4 2 1 1 5 3 3 1 4 3 3 3 2 5 2 4 4 0 3 4 6 6 4 7 6 0 11 10 1 1 1 0 1 4 5
Error: 0.380287
Pion Efficiency: 0.346825
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 15
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 13 0 0 0 8 13 12 10 6 7 4 3 4 4 2 1 3 4 3 3 1 2 2 3 1 1 4 2 2 1 2 1 0 0 0 3 2 0 3 5 1 0 1 4 0 1 1 2 0 2 2 2 1 2 6 2 3 0 1 1 1 1 1 1 1 2 0 31 3 5 3 3 2 4 0 1 3 3 2 1 2 2 2 1 2 3 1 1 0 0 3 2 1 2 3 2 4 2 2 2 2 2 4 1 2 5 3 0 4 2 4 4 1 7 4 0 3 4 4 7 5 7 5 5 5 8 13 30 7 11 5 8 4 5 4 8 5 5 8 8 6 4 3 6 9 8 1 4 5 10 7 5 6 4 4 5 4 1 6 3 2 2 2 4 3 3 7 4 4 7 2 8 4 1 3 5 4 8 7 9 3 9 11 8 5 11 9 3 8 10 11 8 10 5 10 7 26 7 8 11 4 13 8 4 2 12 10 10 5 8 7 3 5 8 8 9 7 6 11 11 9 8 12 19 7 17 11 17 29 36 108 45 21 12 14 10 14 12 8 12 12 17 14 46 28 10 16 12 14 14 24 19 26 42 276 165
Pion Histogram
 212 19 21 15 205 211 105 68 45 37 30 37 25 27 18 24 17 19 14 7 18 19 17 13 9 14 13 9 8 10 11 8 6 5 8 6 14 10 22 30 12 14 12 8 12 11 9 8 9 6 4 8 5 8 5 8 11 7 6 2 3 1 7 1 7 3 5 50 11 10 6 8 5 3 12 3 8 3 5 1 5 5 4 0 4 3 4 5 10 3 5 6 7 5 3 7 3 2 4 3 3 4 2 2 3 2 6 3 1 4 1 3 1 4 1 2 4 5 6 2 2 1 5 3 10 8 14 27 9 4 7 6 12 6 6 6 5 4 10 1 2 1 1 8 3 3 3 4 5 3 0 3 4 3 2 4 2 1 0 3 2 3 5 3 2 1 3 2 1 1 2 2 1 1 1 1 1 2 4 1 1 5 2 3 3 1 6 4 4 3 3 1 5 3 4 1 4 2 3 0 2 1 1 3 1 1 1 0 5 0 0 2 1 2 0 2 1 1 1 0 1 2 0 3 2 3 1 1 1 3 5 2 2 1 2 1 0 1 0 2 0 4 2 3 2 0 0 0 1 0 3 1 1 0 20 8
Error: 0.347253
Pion Efficiency: 0.262439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 23 3 1 0 3 4 5 4 2 0 0 2 2 1 1 0 2 0 0 0 1 2 0 2 1 1 1 1 1 1 0 3 0 1 0 0 2 1 0 1 1 0 3 1 0 4 1 0 1 0 1 1 0 1 0 0 2 1 0 0 0 0 1 1 2 1 2 12 0 1 1 2 2 1 0 2 1 1 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 2 1 2 1 0 1 1 0 0 0 0 0 0 0 2 4 0 0 6 0 0 0 3 1 3 2 1 9 5 2 1 1 5 3 2 1 3 3 0 0 3 1 2 0 0 0 1 0 3 0 1 0 1 1 0 1 0 2 0 2 2 0 0 3 2 1 0 1 1 1 0 1 0 1 0 2 1 1 1 1 1 1 2 1 0 3 1 1 1 2 1 1 1 1 1 3 2 2 3 1 0 4 2 1 2 3 0 2 0 0 0 2 0 1 1 2 4 3 3 2 1 0 2 2 2 1 4 2 8 2 23 7 6 3 2 4 3 2 1 2 2 3 2 12 3 2 1 7 4 5 1 2 5 8 57 35
Pion Histogram
 36 2 3 5 70 54 16 13 9 11 1 11 4 13 6 5 8 4 3 2 2 3 2 1 5 1 1 0 3 1 3 0 0 3 3 0 1 1 2 5 2 7 1 4 1 2 2 0 1 0 0 2 1 3 0 3 2 3 2 1 2 3 0 0 1 1 2 11 2 1 2 3 0 1 0 0 2 2 1 0 2 0 2 1 1 0 0 1 1 0 0 2 0 3 0 1 0 2 2 0 3 3 2 0 0 0 2 1 0 0 1 1 1 1 1 2 2 1 0 3 2 2 1 0 2 3 2 3 3 4 0 1 1 3 0 0 0 3 1 1 1 1 1 1 0 1 1 0 2 1 1 0 0 2 0 2 1 0 1 2 1 0 0 0 0 2 0 0 1 2 1 1 2 0 1 0 0 2 1 3 0 0 0 2 0 3 2 0 0 1 0 2 0 0 0 0 3 1 0 1 1 0 0 1 2 1 2 2 1 0 0 1 4 0 0 0 0 1 1 0 1 0 2 4 1 0 2 1 1 5 4 2 2 1 0 1 0 0 1 1 0 2 1 3 0 2 1 1 2 1 0 1 1 0 16 10
Error: 0.464277
Pion Efficiency: 0.564706
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 36 3 1 0 11 17 17 14 8 7 4 5 6 5 3 1 5 4 3 3 2 4 2 5 2 2 5 3 3 2 2 4 0 1 0 3 4 1 3 6 2 0 4 5 0 5 2 2 1 2 3 3 1 3 6 2 5 1 1 1 1 1 2 2 3 3 2 43 3 6 4 5 4 5 0 3 4 4 3 2 2 2 2 1 3 3 1 2 1 0 3 2 1 2 4 2 4 2 3 2 4 3 6 2 2 6 4 0 4 2 4 4 1 7 6 4 3 4 10 7 5 7 8 6 8 10 14 39 12 13 6 9 9 8 6 9 8 8 8 8 9 5 5 6 9 8 2 4 8 10 8 5 7 5 4 6 4 3 6 5 4 2 2 7 5 4 7 5 5 8 2 9 4 2 3 7 5 9 8 10 4 10 13 9 5 14 10 4 9 12 12 9 11 6 11 10 28 9 11 12 4 17 10 5 4 15 10 12 5 8 7 5 5 9 9 11 11 9 14 13 10 8 14 21 9 18 15 19 37 38 131 52 27 15 16 14 17 14 9 14 14 20 16 58 31 12 17 19 18 19 25 21 31 50 333 200
Pion Histogram
 248 21 24 20 275 265 121 81 54 48 31 48 29 40 24 29 25 23 17 9 20 22 19 14 14 15 14 9 11 11 14 8 6 8 11 6 15 11 24 35 14 21 13 12 13 13 11 8 10 6 4 10 6 11 5 11 13 10 8 3 5 4 7 1 8 4 7 61 13 11 8 11 5 4 12 3 10 5 6 1 7 5 6 1 5 3 4 6 11 3 5 8 7 8 3 8 3 4 6 3 6 7 4 2 3 2 8 4 1 4 2 4 2 5 2 4 6 6 6 5 4 3 6 3 12 11 16 30 12 8 7 7 13 9 6 6 5 7 11 2 3 2 2 9 3 4 4 4 7 4 1 3 4 5 2 6 3 1 1 5 3 3 5 3 2 3 3 2 2 3 3 3 3 1 2 1 1 4 5 4 1 5 2 5 3 4 8 4 4 4 3 3 5 3 4 1 7 3 3 1 3 1 1 4 3 2 3 2 6 0 0 3 5 2 0 2 1 2 2 0 2 2 2 7 3 3 3 2 2 8 9 4 4 2 2 2 0 1 1 3 0 6 3 6 2 2 1 1 3 1 3 2 2 0 36 18
Error: 0.373607
Pion Efficiency: 0.319609
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 16
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 42 2 0 1 3 1 1 1 0 1 1 0 5 1 4 1 0 0 0 2 2 1 1 1 0 0 2 0 0 1 0 3 2 0 1 0 0 1 1 2 1 1 2 3 0 7 22 40 7 5 0 1 1 1 3 1 1 2 3 10 3 0 0 0 2 0 0 3 1 1 0 0 2 0 2 1 1 1 0 3 1 3 4 2 1 0 1 3 0 1 2 5 1 4 1 2 2 8 36 4 2 1 1 1 0 0 2 2 2 1 1 0 4 0 3 1 4 4 2 4 3 4 0 4 5 5 8 28 5 2 2 3 3 2 4 5 2 4 4 2 2 0 4 2 9 61 6 6 2 1 1 3 1 1 7 1 0 0 3 2 2 2 2 4 7 5 1 1 5 6 1 1 8 3 5 2 5 5 1 1 5 4 7 7 17 18 153 27 13 6 9 9 8 4 8 5 2 4 4 7 5 4 7 6 7 3 4 1 5 6 2 6 22 8 5 2 3 5 2 5 5 6 6 6 4 10 12 4 8 9 6 9 6 6 6 4 9 4 6 6 5 20 32 316 29 11 12 20 8 10 17 22 11 34 205 208
Pion Histogram
 807 42 18 17 11 15 9 10 10 11 9 2 26 6 11 11 7 6 4 13 6 7 6 7 8 10 5 6 5 13 8 4 7 7 10 5 6 8 11 11 10 16 12 13 13 22 79 189 32 12 12 16 8 9 8 7 8 8 5 27 7 4 7 2 4 2 4 4 1 1 2 2 3 3 1 2 2 2 1 0 5 2 2 1 1 3 3 1 1 0 1 4 1 2 2 2 4 5 50 8 5 1 1 4 4 2 2 2 5 2 2 1 6 1 3 2 3 4 4 3 2 0 3 3 4 6 13 29 9 2 6 1 2 3 4 3 3 1 2 1 3 1 0 2 3 41 4 2 2 2 1 1 0 0 1 2 3 0 0 2 0 0 1 0 0 3 1 0 1 0 1 1 1 2 1 1 1 1 2 1 2 1 1 0 8 10 77 9 8 4 5 2 0 3 1 1 0 2 0 1 1 0 0 0 3 0 1 0 0 0 0 1 8 1 1 0 2 0 0 0 1 0 0 0 0 0 2 2 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 28 4 1 0 0 3 1 0 0 1 2 8 13
Error: 0.347922
Pion Efficiency: 0.242555
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 42 1 0 0 0 2 0 1 2 0 0 0 6 0 0 3 0 0 0 1 0 0 2 0 0 0 2 1 0 1 2 0 1 0 0 1 0 1 1 1 1 0 1 1 1 0 9 14 4 2 0 0 3 0 0 0 1 0 3 1 1 2 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 2 0 0 0 1 1 1 1 1 1 0 3 0 0 1 0 1 0 0 1 7 2 1 0 1 0 1 0 1 0 1 0 1 2 1 0 0 0 1 2 0 2 1 0 0 0 1 1 3 7 2 3 3 1 2 0 0 0 0 0 1 1 0 1 2 4 2 14 1 1 0 1 1 2 0 1 2 0 1 0 0 1 0 0 0 0 2 0 0 1 1 1 3 0 2 1 0 0 0 1 0 1 0 1 0 3 3 3 47 4 2 2 2 0 0 2 2 2 0 1 1 0 1 0 0 0 1 5 1 0 0 0 0 0 9 0 1 1 0 1 1 2 0 0 0 1 1 2 6 1 1 2 0 2 2 1 1 0 3 2 0 3 3 3 6 75 10 4 4 3 2 2 3 3 1 3 39 46
Pion Histogram
 158 11 4 3 3 1 2 1 1 1 2 1 6 4 3 3 1 3 0 3 1 0 1 1 1 2 3 1 0 0 2 3 2 1 0 1 2 1 3 2 3 2 4 3 5 5 14 48 2 3 6 0 1 4 1 0 0 1 4 4 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 3 1 0 0 0 0 2 1 0 0 2 0 0 1 1 0 0 4 0 0 1 2 2 11 1 0 2 0 2 0 0 0 0 2 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 3 3 2 13 0 0 2 2 2 1 0 1 1 0 0 0 0 0 1 0 2 9 1 3 0 0 0 0 1 0 1 1 0 0 1 0 1 0 1 0 2 0 0 0 0 1 0 1 1 0 0 1 1 0 0 1 2 0 1 2 2 3 15 3 1 0 1 0 3 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 3 1 1 1 0 0 0 0 1 1 1 1 0 1 0 0 0 0 0 1 0 1 1 1 0 0 0 0 1 0 0 4 4 2 2 1 0 0 1 1 3 5 17 4
Error: 0.46062
Pion Efficiency: 0.621129
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 84 3 0 1 3 3 1 2 2 1 1 0 11 1 4 4 0 0 0 3 2 1 3 1 0 0 4 1 0 2 2 3 3 0 1 1 0 2 2 3 2 1 3 4 1 7 31 54 11 7 0 1 4 1 3 1 2 2 6 11 4 2 1 0 2 0 0 3 1 1 1 1 2 0 2 1 1 1 2 3 1 3 5 3 2 1 2 4 0 4 2 5 2 4 2 2 2 9 43 6 3 1 2 1 1 0 3 2 3 1 2 2 5 0 3 1 5 6 2 6 4 4 0 4 6 6 11 35 7 5 5 4 5 2 4 5 2 4 5 3 2 1 6 6 11 75 7 7 2 2 2 5 1 2 9 1 1 0 3 3 2 2 2 4 9 5 1 2 6 7 4 1 10 4 5 2 5 6 1 2 5 5 7 10 20 21 200 31 15 8 11 9 8 6 10 7 2 5 5 7 6 4 7 6 8 8 5 1 5 6 2 6 31 8 6 3 3 6 3 7 5 6 6 7 5 12 18 5 9 11 6 11 8 7 7 4 12 6 6 9 8 23 38 391 39 15 16 23 10 12 20 25 12 37 244 254
Pion Histogram
 965 53 22 20 14 16 11 11 11 12 11 3 32 10 14 14 8 9 4 16 7 7 7 8 9 12 8 7 5 13 10 7 9 8 10 6 8 9 14 13 13 18 16 16 18 27 93 237 34 15 18 16 9 13 9 7 8 9 9 31 7 4 8 2 5 2 4 4 1 2 2 2 3 3 1 5 3 2 1 0 5 4 3 1 1 5 3 1 2 1 1 4 5 2 2 3 6 7 61 9 5 3 1 6 4 2 2 2 7 2 2 1 8 2 3 2 3 4 4 3 2 0 3 3 7 9 15 42 9 2 8 3 4 4 4 4 4 1 2 1 3 1 1 2 5 50 5 5 2 2 1 1 1 0 2 3 3 0 1 2 1 0 2 0 2 3 1 0 1 1 1 2 2 2 1 2 2 1 2 2 4 1 2 2 10 13 92 12 9 4 6 2 3 3 1 1 0 2 0 1 1 1 1 0 3 0 1 0 0 1 0 2 11 2 2 1 2 0 0 0 2 1 1 1 0 1 2 2 0 0 0 2 0 1 2 1 0 0 0 0 1 0 1 32 8 3 2 1 3 1 1 1 4 7 25 17
Error: 0.373199
Pion Efficiency: 0.335311
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 17
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 18 3 2 0 6 2 2 2 2 2 3 1 1 0 3 0 0 5 2 2 1 1 0 0 1 1 1 0 2 1 1 1 0 0 1 2 1 1 2 2 0 2 0 0 1 1 1 1 0 0 1 2 1 2 1 3 0 0 0 2 2 1 2 1 3 3 2 2 1 1 1 1 1 2 2 1 2 1 2 2 1 0 2 1 2 1 1 5 0 2 1 1 1 1 2 5 5 6 3 2 2 3 4 5 9 8 2 4 5 3 6 10 8 6 4 10 4 7 12 6 6 11 14 9 11 19 19 8 10 10 8 8 8 4 6 6 6 5 5 7 2 8 7 2 4 4 4 2 8 5 2 9 5 9 13 15 37 7 7 2 1 1 3 7 5 6 4 2 3 2 1 2 4 4 6 6 3 5 5 2 0 2 7 3 2 3 3 2 4 1 3 3 3 2 2 4 4 10 6 5 2 5 6 1 5 3 2 2 8 3 3 3 2 6 6 4 5 2 6 4 7 3 12 5 9 10 1 8 7 12 9 7 12 10 16 16 109 59 32 17 30 37 22 31 31 33 46 28 25 24 33 36 54 269 253
Pion Histogram
 133 373 107 56 50 47 36 27 24 15 14 19 13 15 17 15 21 5 10 13 12 10 7 17 9 5 6 5 10 15 12 5 13 9 8 13 24 10 13 14 8 4 7 4 10 10 8 7 8 8 6 9 4 10 5 8 4 3 3 5 10 7 5 7 9 6 11 9 5 7 8 9 3 6 4 9 7 7 6 2 6 4 3 7 7 5 4 7 12 8 9 8 7 6 9 7 7 8 8 4 12 8 7 4 5 12 6 11 6 9 14 14 9 16 8 8 10 15 10 15 6 13 15 15 16 12 12 21 12 8 9 7 4 2 4 4 7 5 7 2 3 6 1 4 2 3 10 9 7 6 3 5 4 8 5 5 7 21 6 0 4 5 3 2 4 6 2 1 1 3 0 3 3 1 1 1 0 3 2 2 0 0 2 1 2 1 1 2 0 2 2 4 4 0 0 1 0 0 0 0 0 2 0 0 0 1 1 1 0 0 0 0 0 1 2 0 0 1 0 0 0 2 0 1 0 1 2 0 0 1 1 0 0 1 4 1 3 12 5 3 1 0 3 1 2 2 4 4 2 2 1 2 1 4 6 10
Error: 0.339258
Pion Efficiency: 0.245407
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 16 10 3 1 1 1 0 3 1 2 2 0 1 0 0 1 0 1 0 1 0 2 0 2 1 0 2 1 2 0 1 1 0 0 1 1 1 0 1 1 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 2 2 0 0 0 0 0 1 0 3 0 1 1 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 1 3 1 0 0 1 1 0 0 2 1 1 1 0 3 1 2 2 1 0 1 3 2 2 2 2 2 4 5 4 1 0 6 8 3 0 1 3 2 2 2 0 0 1 1 1 1 2 4 0 1 0 0 2 1 1 1 3 2 3 3 2 15 1 1 0 2 2 2 0 0 0 1 1 0 3 1 2 0 0 0 1 2 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 3 0 1 0 1 0 0 1 1 0 0 2 0 1 1 0 1 2 1 2 2 1 3 3 1 2 2 1 1 0 1 5 1 4 28 14 10 4 4 7 3 4 5 7 9 4 7 8 5 10 10 61 52
Pion Histogram
 29 85 26 12 16 10 3 10 6 2 0 3 5 3 2 3 6 2 4 1 3 1 3 4 2 3 1 1 7 2 4 4 2 1 0 3 3 1 2 0 1 0 1 2 2 2 2 4 1 3 1 2 0 2 0 0 0 3 1 3 3 1 1 2 2 0 2 2 0 0 0 1 1 1 0 1 2 1 2 1 3 1 3 3 0 2 2 1 2 5 1 2 2 3 0 2 2 2 3 2 2 0 1 1 1 0 2 3 4 5 0 0 1 0 2 2 4 1 3 1 4 0 1 3 3 5 2 1 3 1 1 0 1 3 3 1 1 1 1 1 1 1 2 1 0 0 0 0 3 1 2 0 2 1 3 5 7 9 1 2 0 1 1 1 1 2 1 1 0 2 1 0 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 2 0 0 0 1 0 0 1 0 0 0 3 0 0 2 0 0 0 0 2 0 0 0 1 0 1 2 0 0 1 0 0 0 0 1 1 0 0 0 0 2 0 4 7 1 1 1 2 2 0 3 2 2 2 1 2 0 2 1 17 13
Error: 0.448459
Pion Efficiency: 0.575862
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 19 28 6 3 1 7 2 5 3 4 4 3 2 1 0 4 0 1 5 3 2 3 1 2 1 1 3 2 2 2 2 2 1 0 1 2 3 1 2 3 2 0 2 1 0 1 1 2 2 0 1 1 2 1 3 1 3 0 1 2 4 2 1 2 1 3 4 2 5 1 2 2 1 2 2 2 2 2 1 2 2 1 0 3 1 3 1 1 5 1 3 2 1 1 2 3 8 6 6 3 3 3 3 4 7 10 9 3 4 8 4 8 12 9 6 5 13 6 9 14 8 8 15 19 13 12 19 25 16 13 10 9 11 10 6 8 6 6 6 6 8 3 10 11 2 5 4 4 4 9 6 3 12 7 12 16 17 52 8 8 2 3 3 5 7 5 6 5 3 3 5 2 4 4 4 6 7 5 6 5 3 0 3 7 3 2 4 4 2 4 1 3 3 3 3 2 4 4 10 10 5 2 5 9 1 6 3 3 2 8 4 4 3 2 8 6 5 6 2 7 6 8 5 14 6 12 13 2 10 9 13 10 7 13 15 17 20 137 73 42 21 34 44 25 35 36 40 55 32 32 32 38 46 64 330 305
Pion Histogram
 162 458 133 68 66 57 39 37 30 17 14 22 18 18 19 18 27 7 14 14 15 11 10 21 11 8 7 6 17 17 16 9 15 10 8 16 27 11 15 14 9 4 8 6 12 12 10 11 9 11 7 11 4 12 5 8 4 6 4 8 13 8 6 9 11 6 13 11 5 7 8 10 4 7 4 10 9 8 8 3 9 5 6 10 7 7 6 8 14 13 10 10 9 9 9 9 9 10 11 6 14 8 8 5 6 12 8 14 10 14 14 14 10 16 10 10 14 16 13 16 10 13 16 18 19 17 14 22 15 9 10 7 5 5 7 5 8 6 8 3 4 7 3 5 2 3 10 9 10 7 5 5 6 9 8 10 14 30 7 2 4 6 4 3 5 8 3 2 1 5 1 3 3 1 1 1 0 4 2 3 1 1 2 1 3 1 1 2 0 2 3 4 4 1 0 3 0 0 0 1 0 2 1 0 0 1 4 1 0 2 0 0 0 1 4 0 0 1 1 0 1 4 0 1 1 1 2 0 0 2 2 0 0 1 4 3 3 16 12 4 2 1 5 3 2 5 6 6 4 3 3 2 3 5 23 23
Error: 0.363735
Pion Efficiency: 0.291696
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 18
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 2 0 0 1 0 0 0 0 0 2 0 0 0 0 0 2 0 29 33 15 11 1 13 4 4 1 4 2 3 1 4 1 4 3 3 1 2 0 2 3 1 2 1 2 2 1 0 0 1 2 2 1 2 1 0 2 1 1 2 1 2 1 4 2 1 0 2 0 0 0 0 1 5 1 2 4 1 2 4 1 2 3 2 0 1 3 0 4 1 1 2 2 1 2 2 2 0 1 2 0 2 5 2 3 6 0 5 3 7 0 2 3 1 0 3 6 7 7 5 3 3 4 7 6 7 10 66 13 11 7 8 7 6 5 10 4 10 6 9 9 10 21 11 21 11 9 7 8 7 4 5 2 8 1 2 3 6 2 3 2 1 1 4 3 4 0 1 3 2 8 3 3 4 2 2 4 1 2 1 3 1 1 1 1 5 2 1 3 5 0 3 1 4 3 2 3 0 2 2 1 1 3 3 4 3 2 4 2 4 3 3 2 1 2 1 6 2 2 1 3 3 1 4 4 5 2 6 0 2 7 5 7 3 5 7 4 9 10 9 8 2 4 6 6 7 12 5 6 9 22 15 29 23 265 823
Pion Histogram
 260 20 8 4 11 9 7 8 3 5 6 2 6 5 13 15 8 14 426 290 95 51 62 37 20 21 28 11 15 15 12 14 4 16 9 9 10 12 6 5 5 9 7 8 6 11 9 6 5 7 3 4 6 5 5 3 5 1 3 4 5 5 12 3 4 6 5 1 2 1 6 1 1 4 6 3 3 6 7 5 5 5 1 2 4 6 0 5 3 3 4 3 8 6 1 2 4 2 4 3 3 3 7 5 6 6 3 5 2 5 0 7 4 3 7 5 4 3 10 2 3 6 2 5 7 7 8 50 11 2 5 5 6 4 6 4 6 7 5 4 3 6 9 11 11 8 2 5 6 9 3 1 4 3 2 1 1 2 2 3 2 1 2 0 0 2 2 1 2 0 1 0 0 2 2 1 1 1 0 0 0 0 2 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 2 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 2 0 3 1 0 0 1 0 2 1 0 2 0 5 10 52
Error: 0.335335
Pion Efficiency: 0.225567
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 31 0 1 0 3 2 2 1 0 0 0 0 0 0 0 0 2 1 15 8 6 3 6 2 2 4 0 4 0 0 0 4 1 1 2 2 2 1 5 1 0 0 0 1 2 1 1 1 0 0 0 1 1 0 1 2 0 0 1 0 0 1 0 0 0 0 0 1 2 1 0 3 0 1 0 0 0 0 0 2 0 1 0 1 1 0 1 1 0 0 0 0 0 1 0 0 0 1 2 0 1 2 0 2 0 1 0 2 0 0 0 3 1 1 0 1 0 0 2 0 1 1 2 2 1 2 5 14 2 1 2 2 3 1 1 1 2 3 4 0 2 2 4 3 8 6 3 1 2 1 1 0 1 0 1 1 2 1 0 1 4 0 1 1 4 0 1 0 3 0 1 1 0 0 0 0 2 0 0 0 1 1 0 1 0 2 1 0 2 0 0 2 0 0 0 2 0 1 0 2 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 5 2 0 2 2 1 0 0 3 2 0 0 0 1 0 3 1 3 4 1 4 2 10 47 151
Pion Histogram
 38 0 4 3 0 0 2 0 0 0 0 0 2 0 1 2 3 4 108 60 21 20 10 9 7 13 4 7 7 2 1 3 2 1 4 2 3 1 3 3 0 1 0 0 2 3 0 1 0 1 4 0 0 3 0 3 0 0 1 2 2 1 0 1 0 1 2 0 4 2 0 2 0 0 0 1 0 2 2 1 1 3 1 1 1 1 1 0 1 0 1 1 0 0 1 0 2 0 0 1 0 0 1 0 0 2 1 0 0 1 2 1 1 0 0 1 0 1 0 1 1 1 2 1 1 2 1 13 1 0 3 3 3 0 1 0 5 2 0 1 2 0 0 0 5 3 0 1 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 2 0 0 0 1 0 0 1 3 0 1 7 26 42
Error: 0.48346
Pion Efficiency: 0.897213
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 37 2 1 0 4 2 2 1 0 0 2 0 0 0 0 0 4 1 44 41 21 14 7 15 6 8 1 8 2 3 1 8 2 5 5 5 3 3 5 3 3 1 2 2 4 3 2 1 0 1 2 3 2 2 2 2 2 1 2 2 1 3 1 4 2 1 0 3 2 1 0 3 1 6 1 2 4 1 2 6 1 3 3 3 1 1 4 1 4 1 1 2 2 2 2 2 2 1 3 2 1 4 5 4 3 7 0 7 3 7 0 5 4 2 0 4 6 7 9 5 4 4 6 9 7 9 15 80 15 12 9 10 10 7 6 11 6 13 10 9 11 12 25 14 29 17 12 8 10 8 5 5 3 8 2 3 5 7 2 4 6 1 2 5 7 4 1 1 6 2 9 4 3 4 2 2 6 1 2 1 4 2 1 2 1 7 3 1 5 5 0 5 1 4 3 4 3 1 2 4 1 1 3 4 4 3 2 4 2 4 3 3 3 1 2 3 6 2 2 1 3 3 1 5 5 6 2 6 1 3 7 10 9 3 7 9 5 9 10 12 10 2 4 6 7 7 15 6 9 13 23 19 31 33 312 974
Pion Histogram
 298 20 12 7 11 9 9 8 3 5 6 2 8 5 14 17 11 18 534 350 116 71 72 46 27 34 32 18 22 17 13 17 6 17 13 11 13 13 9 8 5 10 7 8 8 14 9 7 5 8 7 4 6 8 5 6 5 1 4 6 7 6 12 4 4 7 7 1 6 3 6 3 1 4 6 4 3 8 9 6 6 8 2 3 5 7 1 5 4 3 5 4 8 6 2 2 6 2 4 4 3 3 8 5 6 8 4 5 2 6 2 8 5 3 7 6 4 4 10 3 4 7 4 6 8 9 9 63 12 2 8 8 9 4 7 4 11 9 5 5 5 6 9 11 16 11 2 6 6 10 4 1 5 3 2 1 1 2 2 3 3 1 2 0 0 2 2 2 3 0 1 0 0 2 3 2 1 2 0 0 1 1 2 1 1 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 0 2 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0 1 1 0 1 1 0 1 0 1 2 0 5 1 0 0 2 0 2 2 3 2 1 12 36 94
Error: 0.369744
Pion Efficiency: 0.327634
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 19
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 2 13 2 3 1 0 1 4 2 1 2 10 0 1 1 0 0 0 0 0 0 2 2 0 0 1 1 0 0 2 2 1 3 7 35 1 1 2 1 2 2 7 17 2 3 1 1 0 2 1 1 1 0 1 0 0 0 0 0 0 1 0 3 1 0 0 1 0 1 0 1 0 1 0 1 18 2 0 1 2 2 1 2 1 0 0 1 0 0 1 2 1 0 3 2 0 3 0 6 2 0 0 0 2 1 3 4 2 2 1 4 3 4 1 2 1 1 1 4 3 4 4 4 6 5 9 22 2 1 1 11 1 0 1 1 1 0 0 4 3 2 4 2 0 2 3 2 2 1 3 4 2 3 3 2 0 1 1 0 1 1 0 0 0 0 1 0 2 3 1 2 3 4 1 1 5 5 5 3 4 4 8 4 59 6 3 1 6 4 5 3 7 9 6 13 6 6 8 9 4 13 15 25 45 71 8 7 9 46 45 19 23 9 14 6 11 10 11 5 10 7 8 7 7 12 17 6 9 11 10 12 5 14 10 10 15 10 19 17 22 35 72 41 106 13 10 15 13 24 38 44 143 85 181 125
Pion Histogram
 354 33 149 29 33 18 24 22 52 28 25 25 99 16 10 13 8 8 9 8 13 15 8 8 9 8 12 15 9 15 11 10 20 23 22 137 33 15 14 14 10 22 30 81 16 16 10 11 4 12 5 4 4 10 8 7 2 6 3 3 3 3 2 5 4 4 2 8 2 1 3 2 4 6 4 4 40 1 3 2 2 3 2 3 2 2 4 2 5 3 6 3 4 3 4 2 2 2 4 16 3 7 3 0 2 3 1 0 8 1 1 5 2 1 7 2 4 3 1 5 1 4 6 7 3 5 10 22 1 2 0 5 2 2 3 2 3 4 2 5 3 3 4 5 1 0 1 2 1 4 1 1 1 1 1 1 2 0 1 0 0 1 0 1 2 2 1 1 0 0 2 2 2 4 1 1 2 0 1 5 1 2 0 4 29 2 2 1 2 0 1 1 0 2 3 6 1 3 0 0 3 4 3 8 15 39 6 8 2 6 6 6 4 3 4 3 4 2 0 2 0 1 1 0 2 1 5 1 2 1 1 1 1 2 0 1 1 1 0 0 0 1 8 3 8 3 0 2 1 0 0 2 12 5 4 1
Error: 0.332864
Pion Efficiency: 0.197461
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 27 4 0 2 1 2 0 0 3 1 0 0 4 4 0 1 2 0 1 0 0 0 0 1 0 1 4 0 0 2 2 0 0 4 2 5 3 1 1 2 1 1 4 6 1 1 1 0 2 0 0 0 1 0 3 1 0 0 0 1 0 2 0 0 1 0 0 0 0 0 0 0 1 0 0 0 3 1 2 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 1 1 0 1 1 0 1 4 1 1 0 1 2 0 2 0 0 0 1 0 0 2 0 0 1 1 3 3 0 2 1 2 0 1 0 0 1 0 1 3 2 0 1 0 0 2 0 0 0 0 0 0 0 0 2 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 1 3 1 1 0 0 1 0 1 2 9 0 1 1 1 2 0 0 4 2 1 4 2 2 0 2 4 3 2 6 11 18 5 0 2 11 11 4 1 4 5 5 3 1 2 1 1 1 1 1 2 2 5 1 1 2 2 5 2 2 2 3 4 0 1 5 3 6 15 2 29 4 3 0 3 7 4 10 25 22 22 22
Pion Histogram
 70 9 35 12 6 4 7 6 10 6 5 4 21 5 2 2 2 2 2 4 0 2 3 4 0 5 4 7 2 5 6 5 3 3 4 31 5 2 1 2 2 7 7 11 5 3 2 0 0 0 3 0 1 1 0 1 1 1 0 0 0 0 0 0 2 0 1 3 1 0 0 0 3 1 0 1 9 0 1 1 0 0 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 1 1 3 0 0 0 0 0 0 0 1 3 0 0 2 1 1 1 1 3 0 3 0 2 3 2 1 2 4 3 8 1 0 0 5 0 0 0 1 1 1 0 0 0 0 1 3 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 2 1 0 0 1 1 0 0 1 3 1 11 0 0 0 0 1 0 0 0 0 4 1 0 0 0 0 3 1 1 5 4 8 0 2 0 6 5 1 0 1 0 1 2 0 0 0 0 0 0 0 1 1 4 2 0 1 2 0 0 0 1 1 1 2 1 1 1 2 9 2 2 0 0 1 1 2 2 0 5 3 9 10
Error: 0.463094
Pion Efficiency: 0.616839
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 33 6 13 4 4 3 0 1 7 3 1 2 14 4 1 2 2 0 1 0 0 0 2 3 0 1 5 1 0 2 4 2 1 7 9 40 4 2 3 3 3 3 11 23 3 4 2 1 2 2 1 1 2 0 4 1 0 0 0 1 0 3 0 3 2 0 0 1 0 1 0 1 1 1 0 1 21 3 2 1 2 2 1 2 1 0 0 2 1 0 1 2 2 1 3 2 1 3 0 6 3 1 0 1 3 1 4 8 3 3 1 5 5 4 3 2 1 1 2 4 3 6 4 4 7 6 12 25 2 3 2 13 1 1 1 1 2 0 1 7 5 2 5 2 0 4 3 2 2 1 3 4 2 3 5 2 0 2 1 0 2 1 0 1 0 0 1 0 3 3 1 3 3 4 2 4 6 6 5 3 5 4 9 6 68 6 4 2 7 6 5 3 11 11 7 17 8 8 8 11 8 16 17 31 56 89 13 7 11 57 56 23 24 13 19 11 14 11 13 6 11 8 9 8 9 14 22 7 10 13 12 17 7 16 12 13 19 10 20 22 25 41 87 43 135 17 13 15 16 31 42 54 168 107 203 147
Pion Histogram
 424 42 184 41 39 22 31 28 62 34 30 29 120 21 12 15 10 10 11 12 13 17 11 12 9 13 16 22 11 20 17 15 23 26 26 168 38 17 15 16 12 29 37 92 21 19 12 11 4 12 8 4 5 11 8 8 3 7 3 3 3 3 2 5 6 4 3 11 3 1 3 2 7 7 4 5 49 1 4 3 2 3 2 3 3 3 4 3 6 3 6 4 4 3 4 2 2 3 5 19 3 7 3 0 2 3 1 1 11 1 1 7 3 2 8 3 7 3 4 5 3 7 8 8 5 9 13 30 2 2 0 10 2 2 3 3 4 5 2 5 3 3 5 8 1 0 1 2 1 4 1 4 1 1 1 1 3 0 1 0 0 2 1 1 2 2 1 1 0 1 2 3 2 6 2 1 2 1 2 5 1 3 3 5 40 2 2 1 2 1 1 1 0 2 7 7 1 3 0 0 6 5 4 13 19 47 6 10 2 12 11 7 4 4 4 4 6 2 0 2 0 1 1 0 3 2 9 3 2 2 3 1 1 2 1 2 2 3 1 1 1 3 17 5 10 3 0 3 2 2 2 2 17 8 13 11
Error: 0.362676
Pion Efficiency: 0.281228
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 20
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 34 1 1 1 3 1 2 1 2 13 27 4 0 0 0 1 1 1 0 1 1 0 0 1 0 0 0 1 3 0 1 0 2 2 0 3 0 1 0 0 0 1 2 0 0 1 2 0 0 0 1 2 2 0 0 0 1 0 0 1 0 0 0 0 1 1 2 0 8 4 1 1 1 0 0 2 0 1 1 2 2 1 1 1 1 1 3 2 1 2 0 0 0 1 2 1 0 0 1 0 0 2 3 1 4 4 4 3 3 2 2 1 5 1 6 2 3 3 1 3 8 5 4 3 10 18 14 75 7 8 3 2 2 0 1 1 2 2 1 0 2 2 0 0 0 1 1 1 1 1 0 0 1 1 1 0 1 2 0 3 1 1 2 2 2 1 0 1 1 1 1 1 0 2 0 2 1 3 2 3 2 1 5 3 1 3 8 3 7 8 46 2 1 5 1 1 0 7 3 1 8 3 1 3 5 4 4 5 4 6 3 9 5 4 11 6 6 9 12 11 14 12 12 11 21 18 20 28 61 154 19 10 12 4 9 5 6 3 5 7 4 10 1 8 10 10 4 11 6 10 13 13 16 22 289 628
Pion Histogram
 595 37 31 32 23 26 21 20 47 134 355 32 10 22 19 6 8 8 13 7 12 6 4 5 3 8 9 5 9 7 6 3 2 4 2 3 3 3 4 8 2 5 3 5 3 3 4 3 1 5 5 7 10 4 4 3 2 6 4 2 5 5 4 2 2 1 2 3 24 6 6 7 6 2 3 2 1 4 6 8 3 1 2 2 3 6 2 3 6 2 2 0 3 6 6 2 2 3 1 5 6 4 2 1 4 3 4 5 2 5 5 4 3 3 2 5 3 6 3 6 9 5 7 6 13 15 24 81 7 4 4 1 4 1 0 0 8 2 4 5 1 0 2 2 4 1 2 1 0 2 0 2 2 0 1 3 1 2 1 3 1 0 0 2 1 1 0 1 1 0 0 1 0 1 0 2 0 1 0 1 0 0 1 3 2 2 1 2 0 2 17 1 2 2 3 0 5 0 1 0 0 0 2 1 0 1 0 2 2 0 0 0 1 1 2 0 3 0 1 1 2 1 3 2 4 2 5 6 12 27 4 1 4 0 0 2 0 0 1 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 7 36
Error: 0.320867
Pion Efficiency: 0.192593
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 49 4 1 1 3 1 1 3 0 3 11 2 0 1 1 0 2 1 0 1 1 0 1 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 2 0 0 3 0 0 2 0 0 1 1 1 0 1 0 1 2 1 0 1 0 1 0 5 3 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 1 1 2 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 2 0 2 0 0 1 1 2 3 0 1 2 1 0 0 1 4 1 1 0 6 19 0 3 0 0 0 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 9 0 1 0 0 0 1 0 0 0 0 1 0 0 4 1 1 1 1 1 1 2 1 3 0 1 2 2 1 1 5 3 2 5 3 0 2 6 20 31 3 3 0 2 1 1 3 1 3 1 0 0 2 2 1 1 2 1 1 2 4 1 5 2 48 141
Pion Histogram
 125 6 4 4 2 3 3 7 4 26 75 6 2 1 3 4 1 2 0 2 1 0 0 0 1 1 2 2 0 2 1 0 0 2 1 1 1 2 1 1 0 2 0 1 1 3 2 2 0 0 0 1 5 0 1 0 0 2 0 2 1 1 1 0 2 0 0 4 3 1 4 0 0 0 2 0 0 0 0 0 1 2 0 2 1 1 0 1 1 0 1 0 1 0 0 2 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0 2 1 3 1 0 3 4 2 4 0 3 2 5 7 24 3 2 0 1 1 0 0 2 0 1 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 1 0 1 1 2 3 0 12 1 0 0 2 1 0 0 0 0 1 1 0 0 0 0 1 0 1 1 0 1 0 0 1 1 0 1 1 0 2 2 1 0 1 3 8 3 4 11 0 1 0 0 0 1 1 1 0 1 0 1 0 1 0 1 2 1 0 1 0 1 0 2 16 30
Error: 0.485294
Pion Efficiency: 0.763573
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 83 5 2 2 6 2 3 4 2 16 38 6 0 1 1 1 3 2 0 2 2 0 1 1 1 0 1 2 3 0 1 0 2 3 0 3 0 1 0 0 0 1 2 1 1 3 2 0 3 0 1 4 2 0 1 1 2 0 1 1 1 2 1 0 2 1 3 0 13 7 1 1 1 0 1 3 0 1 1 2 2 1 2 1 1 1 4 2 2 3 2 0 0 1 3 1 1 0 1 0 1 2 4 1 4 5 6 3 5 2 2 2 6 3 9 2 4 5 2 3 8 6 8 4 11 18 20 94 7 11 3 2 2 1 2 2 3 2 1 1 2 3 0 0 0 1 1 1 2 1 0 1 1 1 1 0 2 2 0 3 1 1 2 2 2 1 0 1 1 1 1 2 0 2 0 2 1 3 3 3 3 1 5 4 2 3 8 3 8 8 55 2 2 5 1 1 1 7 3 1 8 4 1 3 9 5 5 6 5 7 4 11 6 7 11 7 8 11 13 12 19 15 14 16 24 18 22 34 81 185 22 13 12 6 10 6 9 4 8 8 4 10 3 10 11 11 6 12 7 12 17 14 21 24 337 769
Pion Histogram
 720 43 35 36 25 29 24 27 51 160 430 38 12 23 22 10 9 10 13 9 13 6 4 5 4 9 11 7 9 9 7 3 2 6 3 4 4 5 5 9 2 7 3 6 4 6 6 5 1 5 5 8 15 4 5 3 2 8 4 4 6 6 5 2 4 1 2 7 27 7 10 7 6 2 5 2 1 4 6 8 4 3 2 4 4 7 2 4 7 2 3 0 4 6 6 4 2 4 1 5 6 4 3 1 4 3 5 5 3 6 5 5 3 5 3 8 4 6 6 10 11 9 7 9 15 20 31 105 10 6 4 2 5 1 0 2 8 3 5 6 1 0 2 2 4 1 3 2 0 2 0 2 2 0 1 4 1 2 1 3 2 0 0 2 2 1 0 1 1 0 0 1 0 1 0 3 1 2 0 1 0 0 2 4 2 3 2 4 3 2 29 2 2 2 5 1 5 0 1 0 1 1 2 1 0 1 1 2 3 1 0 1 1 1 3 1 3 1 2 1 4 3 4 2 5 5 13 9 16 38 4 2 4 0 0 3 1 1 1 1 0 1 0 1 0 2 3 1 1 1 0 2 0 2 23 66
Error: 0.359821
Pion Efficiency: 0.275645
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 21
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 6 0 1 0 2 0 1 0 0 0 0 0 0 0 0 0 51 18 8 4 7 3 1 1 1 3 0 1 2 3 1 1 1 0 2 2 1 0 1 2 0 0 3 2 2 0 0 1 0 0 0 0 2 0 1 0 0 1 0 1 2 0 1 0 0 2 1 1 3 0 1 0 2 2 2 2 4 4 3 8 3 3 12 2 6 2 0 1 4 1 1 4 3 2 1 2 6 0 2 3 3 2 4 0 0 1 2 4 1 0 2 3 4 3 4 6 3 2 3 2 8 9 3 10 14 15 79 16 11 8 7 12 7 3 2 8 1 3 4 1 2 2 1 2 1 0 0 0 1 1 2 2 1 1 0 2 3 2 1 1 1 2 3 2 3 3 4 3 2 4 2 3 1 1 1 6 1 1 3 0 1 0 1 3 1 2 1 2 0 2 2 6 4 3 2 5 4 0 1 2 1 3 2 4 2 6 3 7 3 4 9 8 7 11 7 5 9 27 12 4 10 6 5 4 3 5 3 2 3 6 2 3 5 2 5 3 5 6 5 5 8 8 9 8 4 4 12 11 13 23 18 28 39 341 766
Pion Histogram
 195 80 30 20 11 9 7 6 8 12 9 8 6 6 7 7 10 612 132 60 47 81 20 27 18 14 11 14 15 13 19 16 9 11 10 8 6 6 7 2 8 7 6 6 3 4 4 6 3 6 2 2 6 3 3 2 2 1 4 5 3 5 1 2 1 1 4 4 1 3 4 4 4 4 5 6 3 11 6 10 14 8 13 14 8 6 4 6 5 6 5 6 2 2 2 2 6 4 7 2 4 1 2 7 5 3 5 4 1 4 4 1 1 5 4 2 5 5 7 5 3 5 9 8 7 12 14 81 18 17 9 5 2 2 6 2 5 1 2 1 2 3 3 3 1 2 2 2 3 1 2 2 1 2 2 1 1 2 1 2 0 2 4 1 1 2 3 2 0 0 2 0 0 0 1 2 1 0 1 0 2 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 2 0 0 1 0 1 2 1 1 0 1 4 1 1 0 2 0 2 0 0 1 0 0 2 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 9 41
Error: 0.316397
Pion Efficiency: 0.200087
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 20 1 1 1 3 0 1 0 0 0 0 0 2 0 1 0 0 12 7 3 1 3 3 3 0 3 1 0 3 3 1 3 0 2 0 0 2 2 1 2 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 2 0 2 0 1 0 1 0 0 1 1 1 1 0 0 0 1 1 0 1 0 2 1 5 2 0 0 0 0 0 3 0 1 0 0 1 2 0 1 0 1 1 1 0 0 1 0 3 0 0 1 0 0 1 1 0 2 0 0 0 0 1 0 1 2 3 6 30 3 4 1 3 2 3 3 2 2 1 1 0 1 2 0 1 0 1 0 0 1 1 0 0 1 0 0 0 2 0 1 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 1 0 1 1 0 1 0 0 0 0 0 1 2 2 0 1 1 0 1 0 0 2 0 1 1 3 2 1 1 7 3 1 0 3 2 1 1 0 1 0 3 0 1 2 0 2 2 0 1 0 0 0 0 0 1 0 1 2 2 2 3 0 5 4 8 59 189
Pion Histogram
 19 20 5 3 1 3 0 1 2 0 1 1 0 1 0 2 2 148 25 18 11 17 6 2 5 6 4 1 1 2 4 4 0 4 0 2 0 0 2 2 0 1 1 1 2 0 0 0 0 1 2 0 1 2 2 0 0 2 0 1 1 2 1 2 0 0 3 0 1 0 0 1 0 1 0 1 0 1 0 3 0 0 3 1 0 1 0 2 0 3 1 0 1 0 0 0 0 0 0 0 1 0 2 0 4 1 2 1 2 1 1 1 0 1 0 0 0 2 2 0 1 0 3 6 4 5 5 23 4 5 2 1 0 0 0 0 1 0 3 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 2 2 2 1 0 0 1 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 2 1 2 1 2 1 2 5 29 28
Error: 0.460449
Pion Efficiency: 0.532028
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 25 7 1 2 3 2 1 1 0 0 0 0 2 0 1 0 0 63 25 11 5 10 6 4 1 4 4 0 4 5 4 4 1 3 0 2 4 3 1 3 2 0 1 3 2 2 0 0 2 0 0 0 0 2 0 2 0 0 1 1 3 2 2 1 1 0 3 1 1 4 1 2 1 2 2 2 3 5 4 4 8 5 4 17 4 6 2 0 1 4 4 1 5 3 2 2 4 6 1 2 4 4 3 4 0 1 1 5 4 1 1 2 3 5 4 4 8 3 2 3 2 9 9 4 12 17 21 109 19 15 9 10 14 10 6 4 10 2 4 4 2 4 2 2 2 2 0 0 1 2 1 2 3 1 1 0 4 3 3 1 1 1 2 3 2 4 3 4 3 3 5 3 3 2 1 1 6 1 2 3 0 2 0 1 3 2 2 1 2 1 2 3 7 4 4 2 5 4 0 1 3 3 5 2 5 3 6 4 7 3 6 9 9 8 14 9 6 10 34 15 5 10 9 7 5 4 5 4 2 6 6 3 5 5 4 7 3 6 6 5 5 8 8 10 8 5 6 14 13 16 23 23 32 47 400 955
Pion Histogram
 214 100 35 23 12 12 7 7 10 12 10 9 6 7 7 9 12 760 157 78 58 98 26 29 23 20 15 15 16 15 23 20 9 15 10 10 6 6 9 4 8 8 7 7 5 4 4 6 3 7 4 2 7 5 5 2 2 3 4 6 4 7 2 4 1 1 7 4 2 3 4 5 4 5 5 7 3 12 6 13 14 8 16 15 8 7 4 8 5 9 6 6 3 2 2 2 6 4 7 2 5 1 4 7 9 4 7 5 3 5 5 2 1 6 4 2 5 7 9 5 4 5 12 14 11 17 19 104 22 22 11 6 2 2 6 2 6 1 5 1 2 3 3 4 2 2 2 2 3 1 2 2 1 3 2 1 1 4 1 2 0 3 4 2 1 2 3 2 0 0 2 1 0 0 1 2 1 0 2 1 2 0 0 0 1 1 0 2 1 1 0 0 0 0 2 0 0 1 1 0 0 0 0 0 1 0 0 2 0 0 1 1 2 3 1 2 1 2 5 3 3 2 3 0 2 1 0 2 0 0 3 1 0 0 0 0 0 1 1 0 0 1 1 0 0 0 2 1 2 1 2 3 2 5 38 69
Error: 0.349989
Pion Efficiency: 0.269714
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 22
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 116 2 0 1 2 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 1 0 1 2 0 0 0 1 1 1 0 3 0 0 1 0 0 0 1 2 2 2 0 1 0 0 2 0 0 0 3 0 1 1 0 1 4 1 1 2 2 0 4 4 7 30 8 4 3 3 3 2 3 2 0 4 2 1 0 0 4 2 3 0 1 1 4 1 2 3 3 4 3 3 6 6 1 3 2 8 12 8 14 5 8 70 14 5 7 1 3 3 2 1 1 2 2 7 4 3 3 5 3 1 1 4 4 4 5 2 3 3 3 6 4 7 3 3 4 6 15 9 15 3 11 12 1 3 2 1 3 1 0 1 1 0 2 2 2 2 2 2 1 3 1 0 2 3 2 1 2 1 3 1 1 2 4 1 9 20 4 5 2 4 1 7 1 3 4 4 2 2 3 3 1 5 3 3 8 0 7 7 6 6 9 14 15 215 27 7 11 6 10 3 6 9 18 8 8 6 5 11 12 22 21 26 153 12 11 10 13 10 8 4 14 27 30 6 9 4 7 8 8 9 2 11 16 13 391 141
Pion Histogram
 1096 25 15 12 12 10 6 11 3 5 11 4 7 5 5 5 6 0 5 3 1 1 2 3 1 3 2 4 4 7 1 2 4 1 2 3 2 2 3 3 2 5 3 4 3 2 2 3 2 5 5 1 1 6 3 5 4 1 7 0 2 4 2 1 4 8 11 7 6 21 11 53 14 11 9 7 6 4 3 2 5 1 5 1 1 5 3 5 4 2 4 3 2 0 4 3 3 3 2 4 7 3 4 3 8 6 11 7 17 9 34 84 12 6 4 4 4 4 4 6 0 3 6 3 2 0 2 2 3 1 3 1 4 1 5 1 0 0 3 1 5 5 4 1 0 2 16 12 16 4 7 8 3 0 1 5 0 0 1 0 3 0 0 2 2 0 1 0 0 3 0 1 1 0 0 0 1 2 4 0 1 5 1 1 3 10 1 7 2 0 0 0 0 1 1 1 0 1 2 1 3 1 1 3 1 0 0 2 1 1 2 2 7 52 8 2 3 4 0 3 0 0 3 2 0 2 1 2 3 0 17 4 17 5 1 0 1 1 2 0 0 5 2 0 1 0 0 0 1 1 1 0 2 0 51 10
Error: 0.382646
Pion Efficiency: 0.335247
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 39 7 3 0 1 0 0 1 2 0 1 0 0 0 0 1 0 1 0 1 2 1 0 0 0 0 0 0 0 0 0 2 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 3 3 2 9 0 0 2 0 0 1 0 2 0 1 0 1 0 0 0 1 0 0 1 1 0 0 1 0 0 2 0 0 3 1 1 1 3 5 1 3 1 2 5 16 0 2 1 2 2 0 0 1 1 2 1 1 0 0 0 0 0 0 1 0 2 0 1 0 0 1 0 0 0 1 1 1 3 1 3 0 3 1 4 1 0 0 0 0 0 0 1 0 0 0 0 2 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 0 1 5 0 1 1 0 2 0 1 0 0 1 1 0 0 0 1 3 2 1 0 2 0 3 0 1 6 2 8 46 1 1 1 3 0 3 1 1 3 1 1 2 3 0 1 2 5 5 26 5 4 3 3 0 4 0 5 4 8 1 0 1 4 1 2 3 5 4 2 2 84 28
Pion Histogram
 287 5 2 2 2 2 1 1 2 0 1 0 1 0 0 1 1 0 0 3 0 0 0 0 0 0 0 0 0 2 1 1 2 0 1 0 1 1 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 1 0 1 2 3 3 2 1 0 0 1 0 3 3 15 3 1 1 1 0 0 1 2 0 1 0 0 5 1 0 0 0 1 0 0 0 1 2 0 1 0 1 0 1 0 1 1 1 4 2 2 2 0 8 22 1 2 2 1 1 0 0 0 0 0 2 0 1 1 2 0 0 1 1 3 1 1 0 0 3 0 3 0 1 3 0 1 1 1 2 4 7 1 2 2 1 0 1 1 0 0 1 1 1 0 0 0 1 0 2 0 0 0 0 0 0 0 2 1 0 1 0 1 1 0 0 0 2 2 1 1 1 1 1 2 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 2 0 2 2 17 0 2 1 0 1 0 3 0 3 0 0 1 1 0 0 0 4 2 8 0 2 1 0 0 2 0 1 2 1 1 0 0 0 0 1 0 1 1 2 0 28 2
Error: 0.454822
Pion Efficiency: 0.498339
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 155 9 3 1 3 0 1 2 2 1 1 0 0 0 1 2 0 1 0 1 2 2 0 0 0 1 1 0 1 2 0 2 0 1 2 1 0 3 0 0 1 1 0 0 1 2 2 2 0 2 0 0 2 0 1 0 3 0 2 1 0 2 5 1 1 2 2 0 7 7 9 39 8 4 5 3 3 3 3 4 0 5 2 2 0 0 4 3 3 0 2 2 4 1 3 3 3 6 3 3 9 7 2 4 5 13 13 11 15 7 13 86 14 7 8 3 5 3 2 2 2 4 3 8 4 3 3 5 3 1 2 4 6 4 6 2 3 4 3 6 4 8 4 4 7 7 18 9 18 4 15 13 1 3 2 1 3 1 1 1 1 0 2 4 3 2 2 2 1 3 1 0 2 4 3 1 2 1 4 1 2 3 4 1 10 25 4 6 3 4 3 7 2 3 4 5 3 2 3 3 2 8 5 4 8 2 7 10 6 7 15 16 23 261 28 8 12 9 10 6 7 10 21 9 9 8 8 11 13 24 26 31 179 17 15 13 16 10 12 4 19 31 38 7 9 5 11 9 10 12 7 15 18 15 475 169
Pion Histogram
 1383 30 17 14 14 12 7 12 5 5 12 4 8 5 5 6 7 0 5 6 1 1 2 3 1 3 2 4 4 9 2 3 6 1 3 3 3 3 3 3 2 5 4 4 4 2 3 3 2 6 5 2 1 6 3 6 4 2 7 1 4 7 5 3 5 8 11 8 6 24 14 68 17 12 10 8 6 4 4 4 5 2 5 1 6 6 3 5 4 3 4 3 2 1 6 3 4 3 3 4 8 3 5 4 9 10 13 9 19 9 42 106 13 8 6 5 5 4 4 6 0 3 8 3 3 1 4 2 3 2 4 4 5 2 5 1 3 0 6 1 6 8 4 2 1 3 18 16 23 5 9 10 4 0 2 6 0 0 2 1 4 0 0 2 3 0 3 0 0 3 0 1 1 0 2 1 1 3 4 1 2 5 1 1 5 12 2 8 3 1 1 2 1 2 1 1 0 1 2 1 3 2 1 3 1 0 0 2 2 3 2 4 9 69 8 4 4 4 1 3 3 0 6 2 0 3 2 2 3 0 21 6 25 5 3 1 1 1 4 0 1 7 3 1 1 0 0 0 2 1 2 1 4 0 79 12
Error: 0.398132
Pion Efficiency: 0.37753
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 23
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 31 1 1 0 1 0 0 1 1 1 0 0 1 3 1 2 3 73 10 2 2 2 0 0 1 0 0 0 0 1 0 0 0 1 1 1 1 0 0 0 0 0 0 0 1 1 0 1 1 2 3 0 0 2 0 0 0 0 0 1 1 1 1 1 1 0 1 1 8 0 3 1 0 3 0 0 0 0 4 1 0 4 7 0 0 0 0 1 1 0 1 0 1 1 1 2 4 1 1 2 0 1 1 2 0 1 2 3 2 5 6 1 3 3 3 0 3 3 8 16 2 1 6 4 6 6 9 56 4 4 1 1 5 0 3 2 3 2 4 1 0 1 1 1 0 3 1 0 1 2 2 0 1 1 0 1 0 3 3 2 2 0 1 3 2 0 4 2 1 2 3 0 2 1 2 1 1 0 3 3 1 1 2 0 5 1 4 0 4 5 2 3 2 0 1 0 0 3 3 1 4 5 6 6 4 3 7 5 6 11 15 87 10 6 3 6 3 4 3 2 5 3 3 8 3 3 2 3 2 5 1 2 2 3 2 5 8 6 3 6 4 3 5 12 6 24 11 10 6 18 22 33 25 56 336 824
Pion Histogram
 653 44 31 16 13 12 16 6 24 9 12 18 13 5 21 17 25 616 66 27 22 10 20 12 10 5 4 7 6 8 7 5 4 4 5 6 3 1 8 3 2 7 5 1 2 3 3 4 2 2 3 1 0 1 1 1 2 1 3 2 3 2 3 0 2 0 4 3 15 7 6 2 0 3 1 2 6 2 2 4 2 2 13 5 2 3 3 0 3 4 2 0 2 3 1 1 1 0 4 1 1 5 0 1 3 2 1 2 0 1 0 2 3 3 3 2 6 4 6 14 3 7 3 5 4 4 17 59 9 3 5 4 4 2 3 2 0 0 0 0 1 1 3 1 0 0 1 2 1 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 2 0 2 0 1 1 4 25 6 2 0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 4 1 0 0 0 1 2 0 6 11 43
Error: 0.299738
Pion Efficiency: 0.138112
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 51 3 5 3 1 1 1 0 3 4 0 1 0 1 0 1 0 25 6 4 1 1 0 0 1 0 0 2 0 0 0 0 1 1 1 0 2 1 1 2 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 2 0 0 0 1 1 0 0 0 0 0 0 0 2 0 0 0 0 0 1 1 0 0 2 1 1 1 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 1 1 0 1 2 0 0 0 0 0 0 2 0 0 2 0 0 1 4 0 1 0 1 3 0 3 4 13 1 1 4 1 1 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 2 0 0 0 2 0 0 0 0 0 1 1 0 1 0 0 2 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 0 1 0 2 0 2 1 0 0 0 0 1 0 1 1 0 2 21 0 0 0 2 1 0 2 0 2 0 0 0 1 1 0 1 0 0 1 0 0 0 0 1 2 1 1 0 0 2 0 1 1 7 2 0 1 2 1 5 5 10 55 180
Pion Histogram
 119 4 5 0 4 3 1 2 7 2 2 1 0 1 2 3 5 163 13 7 1 2 1 0 1 0 2 0 2 1 2 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 2 0 1 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 2 0 1 1 9 2 0 0 0 2 2 1 0 2 1 1 1 0 3 0 0 2 2 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 3 0 0 1 0 2 2 4 4 3 1 1 0 1 1 2 1 23 1 2 1 1 0 1 0 0 0 0 1 0 0 0 2 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 2 0 0 1 0 0 0 0 0 0 2 0 1 0 1 0 0 1 2 1 4 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 2 1 0 0 1 0 0 13 0 0 1 0 2 5 1 6 23 35
Error: 0.489425
Pion Efficiency: 0.787197
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 82 4 6 3 2 1 1 1 4 5 0 1 1 4 1 3 3 98 16 6 3 3 0 0 2 0 0 2 0 1 0 0 1 2 2 1 3 1 1 2 1 0 0 0 1 1 0 1 1 2 4 0 0 3 0 2 0 0 0 2 2 1 1 1 1 0 1 1 10 0 3 1 0 3 1 1 0 0 6 2 1 5 8 0 0 0 0 1 1 0 1 0 3 1 1 2 4 1 1 2 1 2 1 3 2 1 2 3 2 5 6 3 3 3 5 0 3 4 12 16 3 1 7 7 6 9 13 69 5 5 5 2 6 1 3 2 3 3 4 2 0 1 2 1 0 3 1 1 3 2 2 0 3 1 0 1 0 3 4 3 2 1 1 3 4 0 5 2 1 2 3 0 3 1 2 2 2 0 3 3 1 1 2 1 5 1 4 1 4 5 2 3 3 1 1 1 0 5 3 3 5 5 6 6 4 4 7 6 7 11 17 108 10 6 3 8 4 4 5 2 7 3 3 8 4 4 2 4 2 5 2 2 2 3 2 6 10 7 4 6 4 5 5 13 7 31 13 10 7 20 23 38 30 66 391 1004
Pion Histogram
 772 48 36 16 17 15 17 8 31 11 14 19 13 6 23 20 30 779 79 34 23 12 21 12 11 5 6 7 8 9 9 5 4 4 5 6 4 1 8 3 2 7 5 1 3 4 5 4 3 2 3 2 1 1 1 1 2 1 3 2 3 3 4 0 4 0 5 4 24 9 6 2 0 5 3 3 6 4 3 5 3 2 16 5 2 5 5 0 4 5 2 0 2 4 1 1 1 1 4 1 1 5 0 1 3 2 1 2 0 2 3 2 3 4 3 4 8 8 10 17 4 8 3 6 5 6 18 82 10 5 6 5 4 3 3 2 0 0 1 0 1 1 5 2 0 1 1 2 1 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 1 0 2 0 1 2 0 0 0 0 0 0 2 0 1 2 1 2 0 2 3 5 29 6 3 0 1 2 0 0 0 0 0 1 0 1 0 0 1 0 1 0 1 0 0 0 1 1 0 2 2 0 0 1 0 0 17 1 0 1 0 3 7 1 12 34 78
Error: 0.346103
Pion Efficiency: 0.240056
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 24
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 65 4 1 2 4 0 3 0 1 0 0 0 2 0 1 0 0 1 0 0 0 2 0 1 2 1 2 0 1 3 3 4 2 1 1 4 0 0 0 0 0 0 0 1 0 0 2 1 1 1 0 1 0 1 0 2 1 2 0 0 0 1 1 1 1 0 2 2 2 0 0 0 2 0 0 2 0 1 1 1 1 0 0 0 1 0 0 0 1 0 2 2 2 2 2 1 0 0 2 6 2 1 2 2 0 4 4 2 2 8 6 3 0 5 3 1 7 6 10 9 4 4 12 8 10 12 15 23 8 0 4 6 5 3 3 5 2 0 1 2 3 2 2 3 6 4 6 2 2 4 3 2 8 3 4 0 4 5 4 9 12 55 3 3 1 1 1 0 0 0 0 0 1 3 3 0 2 1 0 1 0 0 0 0 1 1 1 1 3 1 0 0 0 4 1 2 1 3 0 3 1 2 2 1 2 3 1 3 1 0 1 0 6 1 2 1 1 2 2 1 1 0 4 2 4 2 0 2 5 6 3 4 2 2 4 3 2 5 6 4 4 5 8 9 6 6 5 4 7 12 17 19 24 81 267 1028
Pion Histogram
 1242 57 31 19 25 18 13 14 9 12 10 11 9 5 7 3 4 6 8 3 5 4 3 5 6 5 6 11 6 8 6 23 7 7 5 5 11 3 9 10 3 9 5 6 3 5 3 5 4 4 1 4 2 2 0 3 4 4 4 5 3 2 3 8 2 5 5 2 1 1 9 1 4 3 3 0 4 5 3 7 1 1 4 4 2 3 3 2 5 3 6 3 2 5 6 2 5 2 1 6 5 2 4 0 1 1 6 7 3 3 8 4 3 4 5 7 9 5 3 8 8 6 6 5 10 8 13 17 8 1 1 3 6 3 5 3 8 5 6 3 3 1 4 1 4 4 2 4 1 5 1 1 1 4 4 7 4 3 1 7 4 28 3 1 3 1 2 0 2 0 1 1 2 0 1 2 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0 0 0 0 0 1 1 1 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 2 0 2 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 1 0 0 2 1 0 0 0 2 2 8 12 51
Error: 0.306637
Pion Efficiency: 0.154954
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 81 5 4 4 1 2 1 0 2 0 1 0 1 2 0 0 0 2 0 0 0 1 0 0 2 2 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 1 0 0 1 0 1 0 0 2 1 0 1 0 0 0 0 0 0 0 0 3 1 0 1 1 2 0 0 0 0 3 0 1 2 0 0 2 0 3 0 1 0 4 4 5 2 2 7 9 3 0 3 2 2 1 0 1 0 0 1 2 3 0 0 1 1 2 1 0 1 0 1 1 1 1 1 1 1 2 1 3 4 16 0 1 2 1 0 2 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 2 0 1 1 0 0 0 0 0 1 0 2 0 2 0 2 1 0 1 1 0 0 0 0 2 2 2 0 1 0 2 0 3 3 7 10 36 201
Pion Histogram
 265 9 4 3 3 2 5 2 1 3 3 4 1 0 4 0 0 1 2 1 2 2 1 0 0 0 1 1 2 1 0 7 1 0 0 1 3 1 3 2 3 1 1 1 2 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 0 2 1 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 2 1 1 0 2 2 2 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 2 1 0 0 1 3 3 1 2 2 0 0 1 2 2 3 2 7 1 2 5 4 5 2 3 2 1 0 0 0 0 0 0 0 0 2 1 1 1 1 2 1 2 0 2 2 2 0 2 1 1 2 0 3 2 1 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 3 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 1 0 2 1 1 0 0 0 0 0 1 2 0 4 4 25 49
Error: 0.495256
Pion Efficiency: 1
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 146 9 5 6 5 2 4 0 3 0 1 0 3 2 1 0 0 3 0 0 0 3 0 1 4 3 2 0 1 3 3 5 3 2 1 5 0 0 0 0 0 1 0 1 0 0 2 1 1 1 0 1 0 1 0 2 1 3 0 0 1 1 1 1 1 0 2 2 2 0 0 0 2 0 2 3 0 1 1 2 1 0 1 0 2 0 0 2 2 0 3 2 2 2 2 1 0 0 2 9 3 1 3 3 2 4 4 2 2 11 6 4 2 5 3 3 7 9 10 10 4 8 16 13 12 14 22 32 11 0 7 8 7 4 3 6 2 0 2 4 6 2 2 4 7 6 7 2 3 4 4 3 9 4 5 1 5 7 5 12 16 71 3 4 3 2 1 2 0 0 1 0 1 3 4 1 2 1 0 1 0 0 0 0 1 1 1 1 3 1 0 0 0 4 1 2 1 3 0 4 2 2 2 1 4 3 1 3 1 0 2 0 6 1 2 1 1 2 4 1 2 1 4 2 4 2 0 3 5 8 3 6 2 4 5 3 3 6 6 4 4 5 10 11 8 6 6 4 9 12 20 22 31 91 303 1229
Pion Histogram
 1507 66 35 22 28 20 18 16 10 15 13 15 10 5 11 3 4 7 10 4 7 6 4 5 6 5 7 12 8 9 6 30 8 7 5 6 14 4 12 12 6 10 6 7 5 5 4 6 4 4 1 4 2 2 1 3 4 4 5 5 3 3 4 8 3 5 7 3 2 1 10 1 5 3 3 0 5 5 3 7 1 1 4 6 3 4 3 4 7 5 6 3 2 6 7 3 5 2 1 6 5 3 4 0 1 3 7 7 3 4 11 7 4 6 7 7 9 6 5 10 11 8 13 6 12 13 17 22 10 4 3 4 6 3 5 3 8 5 6 3 5 2 5 2 5 6 3 6 1 7 3 3 1 6 5 8 6 3 4 9 5 35 3 1 3 1 2 0 2 0 3 1 2 0 1 2 0 0 0 1 0 0 1 1 0 1 0 0 1 1 1 3 1 1 0 2 0 0 1 0 0 0 0 1 1 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 2 0 2 0 0 0 0 2 1 1 0 0 0 1 0 0 1 0 2 2 2 0 0 2 1 0 1 2 2 6 12 37 100
Error: 0.352537
Pion Efficiency: 0.236916
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 25
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 112 2 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 2 0 2 1 0 0 1 2 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 0 2 0 1 0 2 0 1 0 1 0 2 1 0 4 0 2 0 0 0 0 0 1 1 1 0 4 1 1 4 2 0 1 2 2 0 1 1 0 3 1 2 1 4 6 1 4 2 3 2 6 8 5 10 40 10 7 6 4 3 3 4 4 1 3 4 1 1 4 1 0 2 2 5 5 3 5 5 2 3 2 3 2 4 8 0 4 5 11 36 1 5 7 6 13 33 13 3 7 6 1 0 3 9 11 1 4 6 3 4 4 3 3 3 3 2 2 3 0 2 6 1 1 3 3 1 3 4 3 6 5 6 5 3 1 2 5 3 2 0 3 2 7 2 5 2 3 3 3 6 4 4 5 9 2 3 3 3 2 2 4 4 8 7 5 3 5 6 3 4 5 4 7 13 11 10 12 12 14 15 42 670 554
Pion Histogram
 1604 53 36 19 14 11 14 1 11 10 6 7 8 6 2 1 10 6 3 5 3 2 1 5 4 7 3 4 3 2 1 0 4 2 1 5 4 4 0 3 0 2 3 1 1 1 1 1 2 2 3 2 2 1 1 1 3 0 3 5 3 3 0 2 1 1 3 2 2 3 2 2 0 2 0 0 2 3 1 5 1 1 0 1 2 1 2 0 1 1 0 1 1 3 4 4 1 0 2 3 1 1 2 2 1 1 3 1 3 1 1 3 0 4 1 0 2 1 0 2 3 1 2 3 6 4 6 28 6 5 4 3 2 6 2 1 0 4 1 2 1 1 0 1 0 0 1 0 1 3 2 2 1 1 1 0 1 3 0 3 3 5 17 1 2 2 3 9 17 1 1 2 6 0 1 0 1 5 0 1 0 1 0 0 0 3 0 0 1 1 1 1 1 0 1 1 0 0 0 1 0 0 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 30 30
Error: 0.290649
Pion Efficiency: 0.115334
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 106 2 1 1 1 3 1 1 2 0 0 3 1 0 1 2 0 1 1 1 0 1 0 1 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 1 0 0 0 0 2 0 1 0 2 0 1 0 0 2 0 0 1 1 0 2 8 4 3 2 2 0 1 1 2 0 0 0 0 2 0 1 1 0 1 2 0 0 0 0 0 3 1 0 2 0 1 1 1 1 2 6 0 2 1 2 3 5 2 0 1 0 3 2 0 1 2 1 1 2 0 0 0 0 1 1 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 2 1 1 1 0 1 3 0 1 0 1 0 2 0 2 0 0 2 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 2 2 1 2 2 0 0 1 0 0 5 1 0 2 0 0 2 6 118 124
Pion Histogram
 347 5 4 1 1 2 1 2 0 0 2 2 3 1 1 0 1 3 0 0 0 0 1 0 2 0 1 0 3 0 0 0 1 0 0 0 0 1 2 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 0 2 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 1 1 0 0 2 1 0 0 2 0 0 1 0 0 1 0 0 0 0 1 1 1 0 0 3 0 1 0 2 2 0 1 1 1 2 3 1 2 1 9 3 1 2 3 0 1 0 1 2 2 0 1 0 1 0 0 0 1 0 2 1 0 0 1 0 0 1 1 2 1 0 0 1 2 3 1 0 1 3 1 2 0 0 1 1 1 0 0 0 4 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 2 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 2 0 0 1 1 0 0 0 0 1 0 2 3 2 3 6 35 14
Error: 0.487466
Pion Efficiency: 1
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 218 4 2 1 1 3 1 1 2 0 0 3 1 1 1 2 0 2 1 1 1 1 1 1 0 2 0 0 1 0 1 0 2 0 2 1 0 0 1 2 0 0 0 1 1 1 0 1 2 0 0 2 0 0 0 1 0 0 0 1 2 1 0 0 0 2 1 0 0 2 1 0 0 0 3 0 1 0 2 0 1 0 1 1 2 1 0 4 0 2 0 0 0 0 1 1 1 1 0 4 1 2 5 2 0 2 3 2 0 1 1 2 3 2 2 3 4 7 1 4 4 3 2 7 9 5 12 48 14 10 8 6 3 4 5 6 1 3 4 1 3 4 2 1 2 3 7 5 3 5 5 2 6 3 3 4 4 9 1 5 6 13 42 1 7 8 8 16 38 15 3 8 6 4 2 3 10 13 2 5 8 3 4 4 3 4 4 3 2 2 3 0 2 8 1 1 3 3 1 3 6 3 8 6 7 6 3 2 5 5 4 2 1 3 4 7 4 5 2 5 3 3 6 5 4 5 9 2 3 4 3 3 2 4 4 8 9 7 4 7 8 3 4 6 4 7 18 12 10 14 12 14 17 48 788 678
Pion Histogram
 1951 58 40 20 15 13 15 3 11 10 8 9 11 7 3 1 11 9 3 5 3 2 2 5 6 7 4 4 6 2 1 0 5 2 1 5 4 5 2 3 0 2 4 1 2 1 1 1 2 3 4 2 2 1 1 1 3 0 4 5 4 4 0 2 3 1 3 2 2 4 2 3 0 2 0 0 2 3 1 5 1 1 0 1 4 1 2 1 2 2 0 1 3 4 4 4 3 0 2 4 1 1 3 2 1 1 3 2 4 2 1 3 3 4 2 0 4 3 0 3 4 2 4 6 7 6 7 37 9 6 6 6 2 7 2 2 2 6 1 3 1 2 0 1 0 1 1 2 2 3 2 3 1 1 2 1 3 4 0 3 4 7 20 2 2 3 6 10 19 1 1 3 7 1 1 0 1 9 1 1 1 1 0 1 0 3 0 0 1 1 1 1 1 1 2 2 1 1 0 2 0 0 3 2 1 0 0 0 0 0 1 0 0 0 2 1 0 0 0 1 0 1 2 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 2 0 0 1 1 1 0 0 0 2 0 3 4 2 3 6 65 44
Error: 0.339281
Pion Efficiency: 0.197837
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 26
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 79 2 0 0 1 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 2 2 4 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 1 0 3 0 1 0 1 0 0 1 0 0 0 0 1 1 0 0 1 0 2 2 1 0 2 0 1 0 0 0 3 1 1 1 1 0 2 2 2 1 1 2 5 3 5 0 2 4 4 4 5 4 3 4 8 12 13 6 23 61 7 2 4 1 3 1 2 1 2 2 5 1 5 11 24 2 1 1 1 1 1 0 2 0 0 0 0 0 1 2 1 0 1 1 0 2 0 1 1 0 0 0 1 0 1 0 0 3 0 2 1 4 3 1 1 1 0 2 0 0 0 1 1 0 1 1 2 0 1 0 2 3 5 0 1 0 2 2 2 0 1 3 2 2 4 5 3 2 0 1 6 8 5 8 16 32 3 2 1 1 0 2 3 3 4 1 0 5 4 6 6 4 2 2 5 5 2 3 4 7 6 6 13 12 16 26 585 877
Pion Histogram
 1425 47 27 7 13 14 11 5 6 12 9 5 9 8 1 4 3 4 6 2 7 4 9 5 4 8 4 6 2 6 6 6 6 11 9 7 10 7 33 9 6 8 3 2 2 4 1 2 2 5 2 1 4 2 4 2 1 1 2 3 5 2 3 3 3 2 0 4 3 0 3 1 0 3 3 1 0 0 0 1 2 1 2 1 2 0 1 1 3 1 1 4 3 1 2 3 2 2 2 0 1 1 0 6 0 0 1 1 3 4 2 3 3 0 1 1 3 2 1 3 5 7 3 3 10 13 25 62 10 9 3 4 5 0 3 3 3 0 1 4 4 10 27 3 3 1 1 3 1 1 0 1 0 2 1 0 0 1 0 1 0 1 0 0 0 1 0 0 2 0 0 0 0 0 0 0 2 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 2 0 0 1 1 1 1 0 1 1 1 0 1 0 1 1 0 0 0 0 0 1 8 7 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 26 39
Error: 0.284139
Pion Efficiency: 0.142294
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 96 3 3 2 1 2 0 3 0 0 0 1 0 2 0 0 0 2 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 3 1 0 3 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 1 0 0 0 1 0 1 0 0 2 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 1 0 1 2 1 0 0 0 0 1 1 1 0 0 1 1 3 1 2 0 4 2 22 1 2 0 0 2 2 2 0 1 0 0 0 1 1 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 3 0 3 1 6 1 1 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 0 3 0 1 1 1 3 5 95 172
Pion Histogram
 299 7 4 3 1 6 2 2 2 0 0 2 1 0 2 2 0 0 1 1 0 1 1 0 0 4 1 0 0 1 2 2 1 2 2 0 3 1 12 1 1 0 2 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 1 2 1 2 1 1 1 0 1 1 1 2 0 0 0 1 0 0 0 0 0 0 1 1 2 0 1 0 0 4 1 0 1 1 1 0 0 1 0 4 1 1 2 2 4 4 11 17 0 0 1 1 1 1 0 0 0 0 0 2 1 4 6 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 2 0 0 0 0 2 1 0 0 0 1 0 0 5 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 2 2 37 40
Error: 0.49262
Pion Efficiency: 1
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 175 5 3 2 2 2 0 3 1 0 0 1 1 3 0 1 0 2 0 1 0 0 0 0 0 0 0 0 0 1 1 4 0 2 0 3 3 2 7 1 0 2 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 2 2 1 0 1 1 1 0 0 1 1 3 1 1 0 3 0 0 1 0 1 1 0 1 1 0 0 1 0 3 2 2 0 2 1 2 0 0 1 3 1 1 2 1 0 3 3 2 2 3 3 5 3 5 0 3 5 5 4 5 5 4 7 9 14 13 10 25 83 8 4 4 1 5 3 4 1 3 2 5 1 6 12 28 2 2 1 1 1 1 0 2 0 0 0 0 0 1 2 2 1 1 1 1 2 0 2 2 0 0 0 1 0 3 0 0 3 0 2 2 4 3 1 1 1 1 3 0 0 1 2 1 0 1 1 3 1 1 0 2 3 5 0 1 1 2 2 2 0 1 3 2 3 4 5 3 2 0 2 6 11 5 11 17 38 4 3 1 1 0 3 4 3 4 1 0 6 5 6 6 5 3 2 5 6 2 4 4 10 6 7 14 13 19 31 680 1049
Pion Histogram
 1724 54 31 10 14 20 13 7 8 12 9 7 10 8 3 6 3 4 7 3 7 5 10 5 4 12 5 6 2 7 8 8 7 13 11 7 13 8 45 10 7 8 5 2 3 5 1 3 2 5 2 2 5 3 4 3 2 1 3 3 6 2 3 3 3 2 1 5 3 0 3 1 0 3 3 1 0 0 1 1 3 3 3 3 3 1 2 1 4 2 2 6 3 1 2 4 2 2 2 0 1 1 1 7 2 0 2 1 3 8 3 3 4 1 2 1 3 3 1 7 6 8 5 5 14 17 36 79 10 9 4 5 6 1 3 3 3 0 1 6 5 14 33 4 4 1 1 3 1 1 0 1 0 2 1 0 0 1 0 1 0 2 0 0 0 1 0 0 2 0 0 0 0 0 0 0 2 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 3 0 0 2 1 1 1 0 2 1 3 0 1 0 1 3 1 0 0 0 1 1 8 12 1 0 0 0 0 0 0 0 0 1 0 2 1 1 0 0 0 0 1 0 1 0 0 2 1 1 0 0 2 3 63 79
Error: 0.336346
Pion Efficiency: 0.196441
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 27
Number of Outputs: 1
Number of Generations: 100000
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Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 95 1 1 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1 0 0 2 0 0 0 0 0 0 0 0 1 0 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 2 0 0 1 1 0 0 0 0 1 1 2 0 0 1 0 1 0 2 0 1 4 1 2 0 1 1 1 1 0 1 1 1 2 2 0 3 0 3 1 5 2 1 2 1 0 1 2 2 2 3 4 3 4 4 10 8 43 23 9 6 7 7 9 1 2 5 1 3 1 2 2 1 1 1 2 2 3 2 2 2 2 0 2 1 0 4 1 1 1 3 3 5 0 2 0 0 1 1 2 3 0 6 3 3 4 5 0 0 3 1 2 0 0 3 9 7 32 3 1 3 2 0 2 1 3 3 2 4 1 2 1 2 1 1 1 0 1 3 1 0 0 6 1 2 0 0 6 1 1 1 5 0 1 1 1 3 6 3 0 4 4 2 1 3 3 0 4 6 4 6 4 5 9 2 6 9 5 10 4 6 9 15 23 457 1022
Pion Histogram
 1642 57 30 11 10 9 5 8 3 6 10 7 9 6 3 5 4 4 0 4 3 8 3 2 4 0 3 1 4 3 3 2 2 1 5 3 2 2 2 3 2 2 2 3 1 2 0 3 3 0 2 1 1 12 2 2 2 1 1 2 0 3 1 0 2 2 1 1 1 2 1 2 0 0 1 1 2 1 1 4 0 3 0 0 0 2 0 2 0 0 0 2 3 0 0 0 0 2 0 1 1 2 0 0 1 2 0 3 3 3 0 2 0 3 2 2 0 3 4 1 1 2 1 2 3 5 12 39 24 9 10 7 2 0 4 4 4 1 2 0 3 0 2 0 0 0 4 0 1 2 0 2 1 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 1 0 3 4 2 4 18 1 4 1 1 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 27 45
Error: 0.277348
Pion Efficiency: 0.110722
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 110 8 2 2 3 0 2 2 0 0 1 0 0 0 1 1 0 0 0 2 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 2 0 0 1 1 0 0 1 0 0 0 0 0 0 2 0 0 0 3 1 1 1 0 1 0 0 0 3 0 0 13 9 1 1 3 2 1 1 0 0 1 0 0 1 1 0 0 1 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 3 0 1 2 2 1 5 1 1 0 0 0 0 0 1 0 0 1 0 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 0 1 0 2 2 1 1 1 0 2 2 0 1 0 1 2 0 0 6 92 177
Pion Histogram
 328 11 7 3 1 0 0 1 3 2 1 0 0 3 0 1 0 1 0 1 1 2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 1 1 1 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 2 2 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 1 1 1 0 1 0 0 1 0 1 0 0 1 0 0 0 1 1 0 2 3 1 1 2 0 1 0 0 0 2 10 2 4 3 1 0 1 0 1 1 3 0 0 1 0 1 0 0 0 0 0 0 1 1 1 0 0 0 2 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 0 0 0 1 0 1 3 0 0 0 1 0 0 2 0 4 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 0 0 1 1 0 1 0 0 1 2 1 0 1 0 1 1 0 2 1 43 52
Error: 0.516917
Pion Efficiency: 1
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 205 9 3 3 4 1 2 2 0 1 1 0 0 0 1 1 0 0 0 2 0 0 0 1 2 0 2 0 0 0 1 0 0 1 0 0 1 0 0 2 0 0 1 0 0 0 0 0 1 0 1 0 0 8 0 0 0 1 1 0 0 0 0 0 1 0 1 0 0 0 3 1 0 1 1 0 0 0 0 1 1 2 0 1 2 0 1 0 2 0 1 5 1 2 0 1 1 3 1 0 2 2 1 2 3 0 3 0 3 1 5 4 1 2 1 3 2 3 3 2 4 4 3 4 7 10 8 56 32 10 7 10 9 10 2 2 5 2 3 1 3 3 1 1 2 4 2 3 2 2 2 3 0 2 1 0 4 1 1 1 3 4 6 0 2 1 0 2 1 2 3 0 6 3 3 4 6 1 0 3 1 5 0 1 5 11 8 37 4 2 3 2 0 2 1 4 3 2 5 1 3 1 3 1 1 1 0 2 3 1 0 1 6 1 2 0 0 6 2 1 1 5 0 1 1 1 4 7 3 0 5 5 3 1 3 3 1 4 8 6 7 5 6 9 4 8 9 6 10 5 8 9 15 29 549 1199
Pion Histogram
 1970 68 37 14 11 9 5 9 6 8 11 7 9 9 3 6 4 5 0 5 4 10 3 3 4 0 3 1 4 3 3 2 2 1 5 3 2 2 2 3 3 2 2 3 1 3 0 4 3 0 2 1 2 13 2 3 3 2 2 3 0 4 1 0 2 2 2 2 1 2 2 2 0 0 1 2 2 1 1 6 2 4 0 0 0 3 0 2 0 1 1 2 3 0 0 1 1 3 1 2 1 3 0 0 2 2 1 3 3 4 0 2 0 4 3 2 2 6 5 2 3 2 2 2 3 5 14 49 26 13 13 8 2 1 4 5 5 4 2 0 4 0 3 0 0 0 4 0 1 3 1 3 1 1 1 3 1 0 1 1 1 1 2 1 1 1 0 1 1 1 0 1 0 0 0 1 0 2 4 0 0 1 1 3 4 4 4 22 1 4 1 1 0 0 0 2 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 1 0 0 1 1 0 2 0 0 1 2 1 0 1 0 2 1 0 2 1 70 97
Error: 0.339095
Pion Efficiency: 0.181786
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