==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 30 10 7 3 7 2 3 0 6 2 3 10 0 5 7 1 2 2 3 0 0 2 1 2 3 2 0 0 2 5 3 3 4 1 0 6 1 3 3 1 0 3 2 4 1 2 1 3 0 2 3 2 2 3 5 2 2 3 2 4 1 5 1 4 1 7 3 1 3 4 2 6 5 2 6 4 4 5 3 4 2 7 4 6 4 3 3 4 5 11 5 9 10 3 14 3 9 13 7 6 9 8 13 10 12 19 13 14 17 23 14 10 31 18 25 36 37 32 37 46 59 48 47 67 96 154 233 607 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 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 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 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
Pion Histogram
 80 23 33 19 11 17 17 21 10 18 10 5 12 13 13 17 11 9 18 10 14 12 9 18 15 13 14 11 11 9 12 15 13 7 13 11 5 15 12 14 14 16 20 16 10 10 20 7 12 13 14 12 11 13 10 9 14 8 11 9 18 11 16 15 9 11 11 15 12 16 18 27 16 12 13 18 8 19 13 16 15 18 21 17 17 18 11 13 16 10 13 17 18 19 11 20 19 13 19 11 16 17 18 23 20 18 18 17 22 20 23 16 21 27 8 31 18 23 30 24 31 22 36 32 32 47 74 161 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 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 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 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
Error: 0.468804
Pion Efficiency: 0.589455
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 5 3 1 0 1 0 0 0 0 1 0 1 0 0 0 0 3 0 0 1 1 1 1 0 1 1 1 0 2 0 1 1 0 1 1 1 2 1 0 1 2 0 0 1 0 1 0 0 0 0 1 0 1 1 0 0 1 1 0 1 1 2 1 0 1 1 0 1 2 1 0 1 1 0 0 3 1 2 2 2 2 2 0 1 0 0 1 1 0 3 4 0 2 1 1 4 3 3 2 1 5 4 4 0 3 1 1 5 6 2 7 3 7 4 3 3 10 5 15 12 12 13 17 14 33 43 73 157 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 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 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 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
Pion Histogram
 29 6 4 11 5 1 2 6 3 0 2 5 2 1 1 3 4 2 1 5 3 2 7 2 6 1 3 0 2 3 3 3 4 3 2 2 1 1 1 4 3 2 2 3 6 2 6 2 3 0 3 3 1 4 4 3 0 3 2 1 1 2 6 3 2 3 4 3 0 2 2 2 1 6 2 2 8 7 1 3 2 3 6 5 5 7 3 1 4 2 3 4 4 3 9 4 4 3 8 6 2 6 5 1 1 7 3 3 9 5 6 5 4 0 10 9 6 9 4 9 4 5 11 4 9 13 18 39 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 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 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 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
Error: 0.471076
Pion Efficiency: 0.568841
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 35 13 8 3 8 2 3 0 6 3 3 11 0 5 7 1 5 2 3 1 1 3 2 2 4 3 1 0 4 5 4 4 4 2 1 7 3 4 3 2 2 3 2 5 1 3 1 3 0 2 4 2 3 4 5 2 3 4 2 5 2 7 2 4 2 8 3 2 5 5 2 7 6 2 6 7 5 7 5 6 4 9 4 7 4 3 4 5 5 14 9 9 12 4 15 7 12 16 9 7 14 12 17 10 15 20 14 19 23 25 21 13 38 22 28 39 47 37 52 58 71 61 64 81 129 197 306 764 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 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 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 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
Pion Histogram
 109 29 37 30 16 18 19 27 13 18 12 10 14 14 14 20 15 11 19 15 17 14 16 20 21 14 17 11 13 12 15 18 17 10 15 13 6 16 13 18 17 18 22 19 16 12 26 9 15 13 17 15 12 17 14 12 14 11 13 10 19 13 22 18 11 14 15 18 12 18 20 29 17 18 15 20 16 26 14 19 17 21 27 22 22 25 14 14 20 12 16 21 22 22 20 24 23 16 27 17 18 23 23 24 21 25 21 20 31 25 29 21 25 27 18 40 24 32 34 33 35 27 47 36 41 60 92 200 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 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 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 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
Error: 0.469259
Pion Efficiency: 0.581298
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 0 3 7 6 5 5 2 4 3 2 2 2 3 8 4 8 6 2 6 2 3 4 3 2 7 8 3 2 2 5 3 2 4 4 3 3 3 4 1 7 4 2 5 1 5 2 1 2 3 3 5 3 3 1 2 3 2 1 3 5 4 1 5 4 6 3 4 5 6 3 3 9 4 6 4 4 3 2 3 1 6 5 3 6 7 4 3 5 5 2 8 3 1 3 10 4 4 2 10 4 6 5 5 4 8 6 7 5 8 9 4 6 6 3 4 4 3 5 9 14 7 4 6 6 9 4 8 7 14 6 12 10 4 11 6 5 7 12 11 7 7 9 9 10 11 10 8 12 10 16 12 7 10 10 10 12 11 13 7 11 15 9 6 11 11 9 9 10 13 10 10 15 15 13 17 7 12 5 15 7 13 11 13 6 8 6 12 8 6 10 14 18 11 10 8 7 13 5 10 11 15 8 9 16 11 8 9 9 12 18 14 13 9 15 11 11 16 19 12 12 20 9 16 19 16 20 21 18 16 12 10 19 24 12 18 14 17 26 16 25 22 23 30 26 11 28 24 19 18 21 20 19 24 3 0
Pion Histogram
 2 0 7 11 11 8 6 10 9 15 12 9 10 17 10 13 19 15 19 10 17 18 17 13 12 11 20 21 16 18 25 10 17 21 21 18 21 14 21 13 21 19 24 21 15 23 16 18 17 12 13 9 17 20 10 18 21 18 11 23 9 17 21 15 9 19 18 16 14 15 18 19 17 17 13 14 20 10 16 12 14 12 11 13 13 17 14 11 9 21 11 5 10 11 14 9 14 12 9 10 10 13 12 10 9 6 11 13 7 16 11 9 6 13 12 6 9 10 6 4 7 6 9 8 10 12 6 9 10 12 9 11 11 4 9 10 5 5 8 11 6 8 9 11 11 9 4 11 5 9 9 7 10 7 6 6 7 4 6 8 5 9 4 3 3 5 5 9 0 5 8 3 6 8 11 6 5 3 2 4 4 3 3 3 5 0 8 3 4 6 2 7 2 2 3 3 3 1 5 5 3 1 0 3 4 5 1 2 4 1 4 2 1 4 2 5 3 0 2 1 2 2 1 0 4 2 4 3 6 0 0 2 2 2 1 2 0 3 4 4 1 0 1 3 2 3 3 3 1 2 2 2 4 5 0 0
Error: 0.422901
Pion Efficiency: 0.581498
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 2 1 3 2 0 0 0 2 1 0 2 0 1 2 0 0 1 0 1 3 1 0 1 1 0 1 0 0 1 0 2 0 0 0 1 2 0 2 0 1 0 0 2 2 1 1 0 0 0 1 1 1 2 0 1 1 1 2 3 2 2 2 4 2 0 1 0 0 0 0 0 0 1 2 2 0 1 1 3 0 2 2 0 3 0 1 2 0 0 2 0 0 2 0 1 2 0 2 1 0 0 0 0 1 0 3 0 0 1 0 2 2 2 2 2 3 0 2 1 2 2 4 0 2 0 2 1 3 3 0 0 2 4 3 2 8 0 3 0 1 2 2 5 2 3 4 2 4 2 4 4 2 1 1 1 5 2 3 6 6 2 1 1 8 3 2 1 6 2 2 2 3 3 3 0 1 4 5 4 5 1 1 1 1 3 2 6 4 3 2 3 3 4 4 1 2 2 2 2 2 2 1 2 2 2 5 1 3 4 3 1 2 4 3 2 0 7 3 3 1 6 2 3 3 4 2 5 1 4 3 5 5 9 3 3 8 4 1 5 1 2 3 4 7 6 3 9 3 5 6 5 5 1 0
Pion Histogram
 0 0 1 3 3 1 0 4 4 4 1 3 2 2 4 5 6 3 2 2 5 2 3 10 1 4 3 5 6 3 6 2 5 3 4 3 4 8 5 3 6 6 4 5 4 4 5 5 5 6 7 6 1 5 6 4 3 3 4 4 4 2 4 8 3 1 5 5 4 1 2 1 5 4 3 8 2 2 2 4 4 1 0 3 4 4 0 0 9 5 5 4 6 2 3 4 0 4 0 4 3 1 5 3 2 1 4 3 3 0 3 2 6 4 3 3 5 3 2 5 2 0 3 3 0 2 1 3 1 4 3 2 4 3 0 3 3 4 2 1 1 2 2 1 2 1 4 0 4 4 1 6 0 2 2 2 2 2 0 2 0 1 2 1 0 1 2 1 0 1 5 1 1 2 1 1 2 0 4 2 1 1 1 2 0 2 0 2 2 0 2 0 3 2 0 1 1 2 0 2 0 1 0 0 0 1 2 1 2 0 0 0 1 1 1 1 0 1 1 1 1 1 0 1 0 0 0 0 0 1 2 0 0 2 1 1 0 1 2 1 2 0 0 2 0 0 0 1 1 0 1 2 0 2 0 0
Error: 0.436129
Pion Efficiency: 0.61745
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 0 5 8 9 7 5 2 4 5 3 2 4 3 9 6 8 6 3 6 3 6 5 3 3 8 8 4 2 2 6 3 4 4 4 3 4 5 4 3 7 5 2 5 3 7 3 2 2 3 3 6 4 4 3 2 4 3 2 5 8 6 3 7 8 8 3 5 5 6 3 3 9 4 7 6 6 3 3 4 4 6 7 5 6 10 4 4 7 5 2 10 3 1 5 10 5 6 2 12 5 6 5 5 4 9 6 10 5 8 10 4 8 8 5 6 6 6 5 11 15 9 6 10 6 11 4 10 8 17 9 12 10 6 15 9 7 15 12 14 7 8 11 11 15 13 13 12 14 14 18 16 11 12 11 11 13 16 15 10 17 21 11 7 12 19 12 11 11 19 12 12 17 18 16 20 7 13 9 20 11 18 12 14 7 9 9 14 14 10 13 16 21 14 14 12 8 15 7 12 13 17 10 10 18 13 10 14 10 15 22 17 14 11 19 14 13 16 26 15 15 21 15 18 22 19 24 23 23 17 16 13 24 29 21 21 17 25 30 17 30 23 25 33 30 18 34 27 28 21 26 26 24 29 4 0
Pion Histogram
 2 0 8 14 14 9 6 14 13 19 13 12 12 19 14 18 25 18 21 12 22 20 20 23 13 15 23 26 22 21 31 12 22 24 25 21 25 22 26 16 27 25 28 26 19 27 21 23 22 18 20 15 18 25 16 22 24 21 15 27 13 19 25 23 12 20 23 21 18 16 20 20 22 21 16 22 22 12 18 16 18 13 11 16 17 21 14 11 18 26 16 9 16 13 17 13 14 16 9 14 13 14 17 13 11 7 15 16 10 16 14 11 12 17 15 9 14 13 8 9 9 6 12 11 10 14 7 12 11 16 12 13 15 7 9 13 8 9 10 12 7 10 11 12 13 10 8 11 9 13 10 13 10 9 8 8 9 6 6 10 5 10 6 4 3 6 7 10 0 6 13 4 7 10 12 7 7 3 6 6 5 4 4 5 5 2 8 5 6 6 4 7 5 4 3 4 4 3 5 7 3 2 0 3 4 6 3 3 6 1 4 2 2 5 3 6 3 1 3 2 3 3 1 1 4 2 4 3 6 1 2 2 2 4 2 3 0 4 6 5 3 0 1 5 2 3 3 4 2 2 3 4 4 7 0 0
Error: 0.42558
Pion Efficiency: 0.594208
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 2 7 10 3 7 4 5 5 4 7 8 6 6 9 2 4 4 1 5 3 3 6 1 1 3 5 4 2 7 3 1 6 2 1 3 4 2 3 4 6 2 5 5 5 5 6 3 1 1 2 3 2 5 6 4 6 3 6 4 5 4 6 3 4 8 5 5 2 3 3 5 4 3 4 7 7 7 1 2 0 7 6 3 6 4 5 8 2 4 8 4 4 5 3 4 7 8 9 6 5 3 6 6 5 1 2 4 5 10 4 5 7 7 11 6 5 10 7 10 7 5 4 3 7 9 10 8 6 10 7 11 7 5 8 14 18 11 10 11 12 3 10 4 11 14 11 11 7 15 13 14 5 10 10 11 13 15 9 15 4 6 8 16 8 6 13 9 9 10 9 9 7 6 8 7 15 10 8 14 9 8 14 16 8 10 9 12 14 8 11 11 14 10 8 12 5 8 9 9 13 12 10 12 13 16 11 10 9 11 14 13 17 13 9 17 15 16 10 17 11 12 18 12 15 14 13 12 11 17 13 10 15 15 11 20 11 23 20 19 17 19 15 16 15 16 19 17 24 20 24 14 25 11 16 3 0
Pion Histogram
 1 18 11 12 15 19 11 12 20 21 16 21 14 17 21 15 12 22 13 22 16 21 19 19 24 24 19 16 27 19 19 27 26 16 29 19 20 17 22 24 18 26 17 18 22 15 19 15 14 16 13 24 19 23 20 15 19 14 11 19 14 19 19 12 14 11 17 15 17 13 17 14 13 12 8 16 13 7 16 14 22 11 7 6 10 7 13 17 10 12 11 10 8 8 5 16 13 7 13 10 8 7 12 10 7 11 15 12 10 11 9 11 6 11 7 6 6 7 11 11 7 7 7 9 4 8 12 7 4 12 9 7 8 6 4 7 5 5 4 8 10 5 6 4 9 8 6 9 4 5 6 7 4 4 6 7 6 7 8 5 1 7 4 3 7 5 5 3 7 3 2 6 5 3 2 2 2 3 7 3 4 5 4 5 4 2 5 4 6 2 5 3 6 3 2 2 1 2 4 1 2 0 4 1 2 1 0 0 1 3 4 1 2 0 3 0 3 4 2 2 1 3 2 1 2 1 1 6 1 1 1 4 2 2 2 1 1 3 3 2 2 0 3 0 2 1 3 0 2 2 4 4 2 0 0 0
Error: 0.420237
Pion Efficiency: 0.576286
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 2 1 2 0 0 1 3 1 1 2 2 0 0 2 3 4 0 1 1 2 2 1 2 0 0 2 1 0 1 0 1 1 2 0 1 1 0 3 1 0 0 0 0 3 0 2 1 0 0 2 0 0 1 0 0 1 0 1 1 2 1 0 0 1 1 2 2 2 1 5 0 2 1 1 3 0 2 1 2 1 0 0 1 2 3 0 1 3 0 2 1 1 3 0 4 1 1 0 2 1 1 0 1 5 0 0 0 2 4 2 2 0 2 3 1 1 5 1 5 1 0 4 1 2 3 1 0 0 0 0 1 1 2 5 1 1 3 3 5 2 1 1 2 2 4 5 3 2 0 3 5 4 3 6 3 1 0 6 4 5 3 2 1 4 1 0 2 1 3 2 3 4 1 0 4 3 5 2 1 2 3 5 1 3 6 1 1 1 2 1 2 1 3 2 5 3 2 5 3 2 5 5 1 1 2 3 4 2 1 4 5 1 1 3 5 3 4 1 3 2 4 5 0 3 7 5 6 1 4 8 4 4 4 5 6 3 9 4 3 6 3 4 4 4 4 4 2 4 3 7 4 3 3 0 0
Pion Histogram
 0 3 1 3 1 2 4 3 5 5 4 6 4 5 6 6 3 4 9 5 4 3 1 7 7 5 3 9 5 7 1 4 4 2 6 1 3 13 2 3 9 6 1 4 5 2 7 0 3 6 3 1 1 4 7 5 4 0 6 6 1 2 4 3 4 6 4 7 8 5 3 1 4 2 6 3 2 5 1 2 3 5 2 4 2 4 4 3 2 5 1 2 1 2 3 5 5 6 2 2 1 2 7 2 0 4 3 2 2 1 2 1 5 0 2 2 0 2 1 0 3 1 3 1 3 0 2 2 4 0 1 1 2 1 0 1 1 1 1 3 3 0 1 1 3 0 1 2 5 1 3 2 3 1 1 2 0 3 3 2 0 1 3 4 1 0 1 3 1 4 0 2 1 3 2 0 0 3 2 2 1 1 0 0 3 0 1 1 0 0 1 0 0 0 0 2 1 3 0 0 2 1 1 1 0 2 1 0 0 0 1 0 0 1 0 1 0 1 0 3 1 0 1 1 0 2 0 0 0 1 0 0 1 0 0 1 1 0 0 0 0 1 2 1 0 0 2 1 0 0 0 0 0 2 0 0
Error: 0.432963
Pion Efficiency: 0.629371
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 2 9 11 5 7 4 6 8 5 8 10 8 6 9 4 7 8 1 6 4 5 8 2 3 3 5 6 3 7 4 1 7 3 3 3 5 3 3 7 7 2 5 5 5 8 6 5 2 1 2 5 2 5 7 4 6 4 6 5 6 6 7 3 4 9 6 7 4 5 4 10 4 5 5 8 10 7 3 3 2 8 6 3 7 6 8 8 3 7 8 6 5 6 6 4 11 9 10 6 7 4 7 6 6 6 2 4 5 12 8 7 9 7 13 9 6 11 12 11 12 6 4 7 8 11 13 9 6 10 7 11 8 6 10 19 19 12 13 14 17 5 11 5 13 16 15 16 10 17 13 17 10 14 13 17 16 16 9 21 8 11 11 18 9 10 14 9 11 11 12 11 10 10 9 7 19 13 13 16 10 10 17 21 9 13 15 13 15 9 13 12 16 11 11 14 10 11 11 14 16 14 15 17 14 17 13 13 13 13 15 17 22 14 10 20 20 19 14 18 14 14 22 17 15 17 20 17 17 18 17 18 19 19 15 25 17 26 29 23 20 25 18 20 19 20 23 21 26 24 27 21 29 14 19 3 0
Pion Histogram
 1 21 12 15 16 21 15 15 25 26 20 27 18 22 27 21 15 26 22 27 20 24 20 26 31 29 22 25 32 26 20 31 30 18 35 20 23 30 24 27 27 32 18 22 27 17 26 15 17 22 16 25 20 27 27 20 23 14 17 25 15 21 23 15 18 17 21 22 25 18 20 15 17 14 14 19 15 12 17 16 25 16 9 10 12 11 17 20 12 17 12 12 9 10 8 21 18 13 15 12 9 9 19 12 7 15 18 14 12 12 11 12 11 11 9 8 6 9 12 11 10 8 10 10 7 8 14 9 8 12 10 8 10 7 4 8 6 6 5 11 13 5 7 5 12 8 7 11 9 6 9 9 7 5 7 9 6 10 11 7 1 8 7 7 8 5 6 6 8 7 2 8 6 6 4 2 2 6 9 5 5 6 4 5 7 2 6 5 6 2 6 3 6 3 2 4 2 5 4 1 4 1 5 2 2 3 1 0 1 3 5 1 2 1 3 1 3 5 2 5 2 3 3 2 2 3 1 6 1 2 1 4 3 2 2 2 2 3 3 2 2 1 5 1 2 1 5 1 2 2 4 4 2 2 0 0
Error: 0.422813
Pion Efficiency: 0.585136
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 8 8 5 8 4 5 6 5 8 9 8 4 3 3 2 9 6 5 2 5 3 3 4 4 4 7 3 3 1 2 3 5 2 1 7 3 6 4 4 3 1 3 2 3 4 2 3 4 3 2 6 4 3 6 6 5 5 4 6 2 6 8 3 6 3 4 8 8 5 5 4 3 2 3 8 6 6 0 4 10 8 4 4 3 2 6 1 5 10 3 4 7 4 7 5 7 5 8 1 5 5 7 8 5 8 6 7 3 8 5 4 5 5 7 7 13 8 10 8 6 6 12 11 19 8 9 6 11 7 8 11 7 10 11 7 11 8 12 7 7 7 10 7 6 8 11 7 13 18 9 8 9 14 14 9 6 8 10 10 8 11 12 5 11 14 9 14 6 8 6 11 10 11 7 8 9 10 6 12 7 11 12 9 11 18 15 11 10 6 15 10 9 10 4 11 16 9 13 5 11 14 16 13 9 12 14 10 17 12 9 7 10 13 8 11 11 20 20 11 8 18 8 17 7 16 20 19 11 6 16 16 14 14 7 22 20 9 13 14 14 22 20 19 9 16 20 14 16 17 14 22 14 21 9 0
Pion Histogram
 4 16 17 14 15 17 22 22 22 24 22 25 21 22 12 33 21 20 22 18 21 18 32 22 20 28 25 28 21 20 25 26 23 31 16 20 22 22 21 16 13 17 20 10 21 22 22 13 18 18 18 21 16 18 16 15 19 21 10 25 18 15 9 17 13 15 14 16 19 12 16 11 17 15 9 12 11 5 15 12 9 11 14 9 14 8 8 11 7 14 11 10 10 7 5 14 19 10 10 10 10 8 6 6 12 17 9 1 10 4 5 4 6 6 4 11 7 5 12 8 5 7 5 3 11 11 2 1 6 9 5 11 9 7 6 7 6 6 5 8 6 6 4 9 4 3 9 8 4 4 12 4 7 2 2 6 6 2 4 6 3 6 8 3 7 5 3 3 3 5 6 3 3 4 4 5 3 0 3 3 5 4 1 3 5 1 1 4 2 0 4 2 2 3 2 3 3 5 1 2 2 1 1 5 2 3 3 1 0 1 3 0 2 3 3 0 1 2 1 3 0 3 2 2 1 2 0 2 1 3 2 3 1 0 3 1 2 2 1 2 2 1 3 1 1 3 3 0 2 1 1 3 2 3 0 0
Error: 0.41802
Pion Efficiency: 0.556329
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 4 3 2 2 0 1 4 3 2 2 2 2 2 0 2 0 1 1 1 1 2 1 2 1 1 0 1 0 1 2 0 0 3 0 0 2 2 0 1 1 1 2 1 0 1 2 0 1 1 2 1 2 4 2 0 1 0 2 5 0 1 1 0 1 1 2 0 0 1 1 3 0 1 0 0 1 4 0 1 0 2 2 0 2 1 0 0 2 2 0 1 1 0 1 1 0 2 3 2 0 2 5 0 1 3 2 3 0 3 2 0 3 0 1 1 4 1 0 0 1 1 3 1 2 2 0 4 3 3 4 0 4 2 1 3 1 3 2 1 2 2 2 5 3 1 2 4 1 1 6 0 1 2 1 2 2 2 2 5 4 1 1 6 1 0 3 0 4 0 2 3 2 1 1 5 1 4 2 3 1 5 4 4 2 4 2 0 3 0 4 2 3 2 2 3 2 4 3 5 1 5 2 1 1 7 4 5 1 1 2 6 5 2 4 6 1 0 5 2 2 5 1 5 3 6 6 3 8 3 3 4 6 3 1 3 6 4 4 2 2 5 6 5 6 4 4 8 3 4 3 1 5 3 4 0
Pion Histogram
 3 7 1 2 6 10 5 4 5 4 3 3 6 4 4 6 3 4 6 3 9 11 3 2 8 6 5 6 9 7 7 4 3 3 4 4 3 6 5 7 6 5 8 1 1 8 3 3 3 5 4 2 4 7 3 6 3 2 2 4 2 2 5 0 5 2 7 2 3 4 4 4 3 4 1 6 2 3 4 5 0 3 3 3 5 3 3 2 4 0 4 3 6 1 2 3 0 4 1 3 4 2 0 3 2 1 3 1 4 1 3 0 6 2 2 5 1 1 1 1 3 0 1 4 2 3 1 1 0 1 2 1 2 2 0 1 1 0 6 2 3 1 1 1 0 0 0 1 0 0 0 2 2 0 5 0 0 2 1 2 1 1 0 0 3 2 0 2 4 2 3 1 0 0 1 1 1 0 0 1 0 1 0 0 0 1 1 0 1 0 1 1 0 2 0 0 0 0 1 3 2 0 1 0 0 0 0 1 1 0 1 1 2 0 1 1 0 2 0 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 2 0 1 0 0 2 1 0 1 0 0 1 1 2 0 1 1 0 1 2 0 0
Error: 0.433577
Pion Efficiency: 0.645503
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 4 12 11 7 10 4 6 10 8 10 11 10 6 5 3 4 9 7 6 3 6 5 4 6 5 5 7 4 3 2 4 3 5 5 1 7 5 8 4 5 4 2 5 3 3 5 4 3 5 4 4 7 6 7 8 6 6 5 6 11 2 7 9 3 7 4 6 8 8 6 6 7 3 3 3 8 7 10 0 5 10 10 6 4 5 3 6 1 7 12 3 5 8 4 8 6 7 7 11 3 5 7 12 8 6 11 8 10 3 11 7 4 8 5 8 8 17 9 10 8 7 7 15 12 21 10 9 10 14 10 12 11 11 12 12 10 12 11 14 8 9 9 12 12 9 9 13 11 14 19 15 8 10 16 15 11 8 10 12 15 12 12 13 11 12 14 12 14 10 8 8 14 12 12 8 13 10 14 8 15 8 16 16 13 13 22 17 11 13 6 19 12 12 12 6 14 18 13 16 10 12 19 18 14 10 19 18 15 18 13 11 13 15 15 12 17 12 20 25 13 10 23 9 22 10 22 26 22 19 9 19 20 20 17 8 25 26 13 17 16 16 27 26 24 15 20 24 22 19 21 17 23 19 24 13 0
Pion Histogram
 7 23 18 16 21 27 27 26 27 28 25 28 27 26 16 39 24 24 28 21 30 29 35 24 28 34 30 34 30 27 32 30 26 34 20 24 25 28 26 23 19 22 28 11 22 30 25 16 21 23 22 23 20 25 19 21 22 23 12 29 20 17 14 17 18 17 21 18 22 16 20 15 20 19 10 18 13 8 19 17 9 14 17 12 19 11 11 13 11 14 15 13 16 8 7 17 19 14 11 13 14 10 6 9 14 18 12 2 14 5 8 4 12 8 6 16 8 6 13 9 8 7 6 7 13 14 3 2 6 10 7 12 11 9 6 8 7 6 11 10 9 7 5 10 4 3 9 9 4 4 12 6 9 2 7 6 6 4 5 8 4 7 8 3 10 7 3 5 7 7 9 4 3 4 5 6 4 0 3 4 5 5 1 3 5 2 2 4 3 0 5 3 2 5 2 3 3 5 2 5 4 1 2 5 2 3 3 2 1 1 4 1 4 3 4 1 1 4 1 3 0 3 2 2 2 2 0 3 1 3 3 4 1 0 5 1 3 2 1 4 3 1 4 1 1 4 4 2 2 2 2 3 3 5 0 0
Error: 0.421178
Pion Efficiency: 0.57432
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 4 1 0 1 5 0 1 3 2 4 1 0 2 0 1 1 1 0 2 0 1 0 1 2 4 2 5 0 4 4 1 2 2 4 2 3 3 3 1 1 3 3 2 2 1 0 2 2 1 2 0 5 3 2 2 6 4 2 7 3 2 1 2 2 4 2 1 1 1 5 5 4 5 3 5 2 3 2 5 6 6 7 3 3 5 3 5 5 0 5 5 5 3 2 4 5 2 3 4 3 1 5 3 4 7 9 4 6 5 4 9 6 10 5 6 5 10 6 6 3 3 7 4 8 6 1 7 3 9 7 5 3 4 7 11 6 3 9 12 5 11 5 12 7 3 5 7 15 7 8 11 9 11 9 12 7 8 9 13 10 11 10 9 11 7 8 13 12 14 9 8 11 11 10 9 8 8 13 10 11 10 13 14 10 13 12 7 15 6 11 14 14 10 5 9 13 10 18 12 9 11 14 21 10 9 17 18 14 14 16 16 21 24 8 23 19 22 21 23 23 19 19 25 25 26 23 30 20 19 25 20 17 18 24 27 22 15 12 28 18 21 24 19 24 20 25 19 28 19 27 20 13 19 5 0 0
Pion Histogram
 5 11 27 21 24 21 23 23 19 24 29 26 21 24 18 23 20 22 19 14 25 16 29 18 22 14 18 10 13 18 16 13 17 21 13 14 13 16 14 23 9 20 12 19 24 13 11 12 7 15 14 15 14 13 6 15 13 13 10 6 15 12 7 20 15 16 13 10 14 12 8 7 13 11 17 10 12 12 11 9 4 10 10 14 10 6 11 8 12 13 9 7 12 8 10 9 8 16 9 9 8 10 17 8 9 8 7 3 11 7 7 6 7 8 10 7 10 8 7 11 4 8 9 12 9 5 6 6 5 9 6 4 7 4 7 5 6 6 8 7 9 4 7 5 7 7 9 4 4 4 8 8 5 7 8 3 6 7 11 5 2 6 5 7 5 9 5 3 6 3 8 4 5 5 6 1 10 8 7 11 6 2 5 7 3 6 7 4 12 3 6 6 5 6 7 3 4 5 4 3 3 4 6 6 1 0 7 2 3 3 3 8 5 6 5 2 5 5 4 7 2 2 1 4 6 4 4 5 8 1 3 1 4 3 3 2 1 1 0 5 2 4 1 1 0 3 2 2 0 1 1 1 2 2 0 0
Error: 0.400771
Pion Efficiency: 0.421284
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 1 0 0 0 1 0 2 2 1 1 2 1 1 1 1 0 0 0 0 0 0 0 1 0 2 0 0 0 0 0 0 0 2 0 2 0 0 1 0 0 1 2 2 2 1 1 1 2 0 0 1 1 0 1 0 1 1 2 2 1 0 0 0 0 0 0 1 0 1 0 1 3 0 0 2 0 0 0 2 1 0 1 0 4 1 1 0 1 0 2 0 2 3 0 0 0 0 2 0 1 0 1 0 2 2 2 2 0 1 0 1 1 1 0 2 2 0 0 1 1 0 2 3 1 2 2 3 1 1 0 2 1 0 2 2 3 4 3 0 2 0 3 3 2 1 1 1 1 4 1 3 3 2 2 3 1 2 1 4 4 2 3 3 3 0 0 5 2 4 1 1 2 2 3 4 4 2 6 3 2 4 3 6 4 0 4 2 2 1 0 3 2 3 3 5 2 3 3 3 4 3 3 3 4 3 2 5 4 1 5 4 2 6 7 4 6 5 3 4 3 6 12 7 6 2 4 3 5 3 6 4 5 1 9 3 5 6 9 3 3 5 4 9 5 6 10 3 6 3 4 2 3 1 0 0
Pion Histogram
 0 2 5 4 9 4 7 7 6 5 5 10 5 1 6 4 6 3 9 5 10 5 5 8 9 4 6 8 2 5 4 4 3 5 6 5 8 4 1 3 6 0 5 6 4 2 2 4 4 3 1 4 3 5 1 4 4 2 5 1 2 0 5 2 3 6 5 1 3 3 3 1 0 1 2 1 4 1 2 2 3 4 1 1 1 5 2 2 2 4 7 2 2 3 2 2 1 4 3 4 1 0 1 0 10 1 4 3 1 1 4 1 2 1 0 3 2 2 3 0 1 4 0 2 0 3 1 0 2 2 1 0 0 1 2 2 2 1 0 0 1 0 5 2 3 1 4 2 0 1 0 2 4 1 0 4 2 1 1 0 1 0 2 2 1 2 1 1 2 5 2 2 2 1 1 1 3 1 5 3 3 1 1 4 1 0 0 1 0 2 2 2 3 1 5 1 0 2 1 2 1 2 2 1 0 0 2 0 1 1 2 2 2 1 1 0 0 1 1 0 1 0 1 0 0 0 2 1 1 1 1 0 1 0 1 4 1 1 0 0 0 1 0 1 1 1 2 2 0 0 2 1 0 1 0 0
Error: 0.417327
Pion Efficiency: 0.474662
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 5 2 0 1 5 1 1 5 4 5 2 2 3 1 2 2 1 0 2 0 1 0 1 3 4 4 5 0 4 4 1 2 2 6 2 5 3 3 2 1 3 4 4 4 3 1 3 3 3 2 0 6 4 2 3 6 5 3 9 5 3 1 2 2 4 2 1 2 1 6 5 5 8 3 5 4 3 2 5 8 7 7 4 3 9 4 6 5 1 5 7 5 5 5 4 5 2 3 6 3 2 5 4 4 9 11 6 8 5 5 9 7 11 6 6 7 12 6 6 4 4 7 6 11 7 3 9 6 10 8 5 5 5 7 13 8 6 13 15 5 13 5 15 10 5 6 8 16 8 12 12 12 14 11 14 10 9 11 14 14 15 12 12 14 10 8 13 17 16 13 9 12 13 12 12 12 12 15 16 14 12 17 17 16 17 12 11 17 8 12 14 17 12 8 12 18 12 21 15 12 15 17 24 13 13 20 20 19 18 17 21 25 26 14 30 23 28 26 26 27 22 25 37 32 32 25 34 23 24 28 26 21 23 25 36 25 20 18 37 21 24 29 23 33 25 31 29 31 25 30 24 15 22 6 0 0
Pion Histogram
 5 13 32 25 33 25 30 30 25 29 34 36 26 25 24 27 26 25 28 19 35 21 34 26 31 18 24 18 15 23 20 17 20 26 19 19 21 20 15 26 15 20 17 25 28 15 13 16 11 18 15 19 17 18 7 19 17 15 15 7 17 12 12 22 18 22 18 11 17 15 11 8 13 12 19 11 16 13 13 11 7 14 11 15 11 11 13 10 14 17 16 9 14 11 12 11 9 20 12 13 9 10 18 8 19 9 11 6 12 8 11 7 9 9 10 10 12 10 10 11 5 12 9 14 9 8 7 6 7 11 7 4 7 5 9 7 8 7 8 7 10 4 12 7 10 8 13 6 4 5 8 10 9 8 8 7 8 8 12 5 3 6 7 9 6 11 6 4 8 8 10 6 7 6 7 2 13 9 12 14 9 3 6 11 4 6 7 5 12 5 8 8 8 7 12 4 4 7 5 5 4 6 8 7 1 0 9 2 4 4 5 10 7 7 6 2 5 6 5 7 3 2 2 4 6 4 6 6 9 2 4 1 5 3 4 6 2 2 0 5 2 5 1 2 1 4 4 4 0 1 3 2 2 3 0 0
Error: 0.404137
Pion Efficiency: 0.431263
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 3 5 5 5 2 3 4 0 1 0 2 1 2 1 2 2 1 3 1 2 4 4 4 2 3 4 1 0 6 1 4 4 3 1 2 2 0 3 5 1 4 4 7 4 4 1 3 2 2 2 3 3 3 3 3 2 7 1 1 3 3 2 2 4 3 6 4 6 4 1 3 4 5 4 4 2 6 2 2 9 3 6 5 7 7 2 7 8 4 2 4 2 8 4 1 2 6 6 5 5 5 5 6 2 7 4 5 7 3 2 2 7 11 3 6 4 13 6 6 6 6 4 5 9 7 10 3 15 5 5 8 7 8 5 8 6 6 10 11 9 5 11 12 10 12 11 13 10 5 6 13 8 3 9 13 17 9 13 6 16 13 9 11 18 10 12 13 13 15 11 11 6 11 16 10 6 7 12 5 8 9 19 9 9 11 15 13 10 15 16 14 13 14 10 10 11 20 22 17 15 19 18 15 7 18 22 11 15 10 16 19 16 29 27 21 16 19 14 13 9 21 17 12 15 15 18 20 13 13 19 19 15 18 16 21 29 22 20 28 23 33 24 26 17 16 16 11 9 10 3 0 0 0 0 0
Pion Histogram
 34 39 45 40 42 39 30 29 34 23 32 26 30 29 28 25 27 25 27 17 19 16 16 14 23 24 29 20 19 16 18 20 20 17 15 11 13 10 11 22 13 16 18 9 21 16 7 15 9 10 13 11 10 12 14 10 14 13 16 6 8 9 11 15 11 8 18 6 16 8 6 15 6 14 11 14 7 5 13 12 13 10 10 3 4 14 7 9 11 9 8 2 5 6 10 9 13 1 7 9 9 8 8 4 9 6 5 6 7 5 8 6 9 7 12 7 5 6 5 5 2 8 5 5 6 5 6 10 3 6 9 4 3 6 9 3 3 1 11 4 5 7 7 4 8 4 4 10 8 10 5 4 5 5 3 4 6 4 6 3 7 8 8 5 7 8 8 3 7 4 10 6 7 2 5 9 11 3 5 6 9 7 4 4 0 1 0 6 7 1 9 3 2 3 2 3 1 5 1 1 1 4 5 3 3 3 1 3 4 2 1 5 4 5 2 3 6 2 2 2 6 2 1 2 1 2 2 2 2 3 1 1 3 1 3 7 3 3 1 1 2 4 0 3 1 2 0 3 1 0 0 0 1 0 0 0
Error: 0.397041
Pion Efficiency: 0.395879
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 2 2 1 1 0 1 1 1 0 1 0 2 0 1 0 1 1 0 0 2 0 0 1 1 1 1 1 1 0 0 2 1 0 1 1 0 0 2 1 0 1 0 0 1 2 2 2 0 0 2 0 0 1 2 1 1 1 0 0 0 1 1 1 1 0 0 2 0 1 0 1 0 0 1 1 1 0 1 1 1 3 2 0 2 1 1 3 0 1 0 1 2 0 0 1 1 0 1 0 0 1 2 4 1 1 1 4 1 1 0 0 2 1 3 1 3 2 0 2 2 2 1 2 2 5 2 3 0 4 1 3 3 2 4 2 4 2 5 1 2 4 2 3 1 5 2 2 1 2 2 1 3 3 1 6 1 2 2 4 1 2 1 1 6 2 2 1 3 4 2 2 1 3 3 3 3 2 6 2 2 3 4 1 3 3 2 4 4 4 2 2 1 3 2 4 2 2 3 3 3 2 3 3 1 3 3 3 4 5 5 4 3 2 3 3 4 4 7 5 2 2 4 9 5 7 4 2 5 5 2 5 4 5 5 4 8 3 6 3 8 7 3 6 3 8 6 4 5 0 1 0 0 0 0 0
Pion Histogram
 11 16 8 9 8 8 8 9 9 8 6 4 6 9 7 6 1 6 7 5 2 5 5 5 2 2 4 3 3 4 1 2 4 3 3 5 4 3 3 2 5 3 3 5 6 4 2 5 0 1 2 4 2 2 1 5 2 4 0 1 0 0 2 2 3 1 4 3 5 2 0 3 5 2 2 0 1 4 2 2 3 2 2 4 1 2 5 2 3 0 6 1 2 5 2 3 2 0 3 3 0 2 5 2 4 2 1 2 4 2 4 1 1 2 1 1 1 0 1 2 5 3 1 2 4 5 3 1 1 1 3 1 2 1 0 3 3 2 3 0 2 1 4 2 0 1 0 2 1 3 4 2 3 3 2 1 0 1 1 3 1 3 3 1 2 1 3 1 2 2 3 3 0 3 0 1 1 1 0 2 0 0 3 1 1 1 3 2 2 0 2 1 1 2 0 1 2 2 0 2 1 1 2 0 4 1 3 1 1 1 1 1 1 1 0 1 2 0 0 3 2 0 0 0 1 1 1 0 1 3 0 0 0 2 0 0 3 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0
Error: 0.422084
Pion Efficiency: 0.512821
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 7 5 7 6 6 2 4 5 1 1 1 2 3 2 2 2 3 2 3 1 4 4 4 5 3 4 5 2 1 6 1 6 5 3 2 3 2 0 5 6 1 5 4 7 5 6 3 5 2 2 4 3 3 4 5 4 3 8 1 1 3 4 3 3 5 3 6 6 6 5 1 4 4 5 5 5 3 6 3 3 10 6 8 5 9 8 3 10 8 5 2 5 4 8 4 2 3 6 7 5 5 6 7 10 3 8 5 9 8 4 2 2 9 12 6 7 7 15 6 8 8 8 5 7 11 12 12 6 15 9 6 11 10 10 9 10 10 8 15 12 11 9 13 15 11 17 13 15 11 7 8 14 11 6 10 19 18 11 15 10 17 15 10 12 24 12 14 14 16 19 13 13 7 14 19 13 9 9 18 7 10 12 23 10 12 14 17 17 14 19 18 16 14 17 12 14 13 22 25 20 18 21 21 18 8 21 25 14 19 15 21 23 19 31 30 24 20 23 21 18 11 23 21 21 20 22 22 22 18 18 21 24 19 23 21 25 37 25 26 31 31 40 27 32 20 24 22 15 14 10 4 0 0 0 0 0
Pion Histogram
 45 55 53 49 50 47 38 38 43 31 38 30 36 38 35 31 28 31 34 22 21 21 21 19 25 26 33 23 22 20 19 22 24 20 18 16 17 13 14 24 18 19 21 14 27 20 9 20 9 11 15 15 12 14 15 15 16 17 16 7 8 9 13 17 14 9 22 9 21 10 6 18 11 16 13 14 8 9 15 14 16 12 12 7 5 16 12 11 14 9 14 3 7 11 12 12 15 1 10 12 9 10 13 6 13 8 6 8 11 7 12 7 10 9 13 8 6 6 6 7 7 11 6 7 10 10 9 11 4 7 12 5 5 7 9 6 6 3 14 4 7 8 11 6 8 5 4 12 9 13 9 6 8 8 5 5 6 5 7 6 8 11 11 6 9 9 11 4 9 6 13 9 7 5 5 10 12 4 5 8 9 7 7 5 1 2 3 8 9 1 11 4 3 5 2 4 3 7 1 3 2 5 7 3 7 4 4 4 5 3 2 6 5 6 2 4 8 2 2 5 8 2 1 2 2 3 3 2 3 6 1 1 3 3 3 7 6 3 1 2 2 4 0 3 1 2 0 3 2 0 0 0 1 0 0 0
Error: 0.402175
Pion Efficiency: 0.418353
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 1 5 3 2 3 2 3 1 0 0 1 1 1 1 3 1 2 2 3 3 2 0 3 4 1 3 4 2 1 3 3 2 4 2 1 1 2 1 2 4 5 6 2 1 2 2 2 3 3 0 3 1 1 7 4 2 4 4 2 4 4 1 5 9 7 3 2 2 5 4 5 0 4 1 2 8 3 2 3 6 4 3 3 6 8 3 4 1 4 2 5 9 5 8 1 5 1 5 0 7 5 1 8 5 6 3 6 8 5 10 4 5 5 8 6 1 7 6 6 6 6 6 4 3 10 5 2 10 6 3 5 5 12 4 7 8 7 7 5 10 10 6 14 7 6 9 4 9 11 6 9 7 8 5 9 13 9 10 11 10 13 9 14 13 12 11 11 18 13 14 16 10 6 14 10 16 9 14 15 9 10 10 6 15 12 11 11 15 13 14 9 15 11 11 15 17 17 19 13 25 16 17 13 20 15 16 18 18 20 19 14 20 12 15 17 19 13 12 15 19 13 13 15 15 18 18 17 18 22 13 14 16 14 19 13 15 26 23 15 19 26 17 24 22 23 18 20 23 21 32 11 12 11 2 2
Pion Histogram
 15 25 28 33 36 33 27 32 29 28 22 26 32 18 24 25 19 19 19 25 20 21 16 16 23 15 21 14 19 25 17 19 17 16 24 16 14 17 14 16 13 13 12 13 12 16 14 15 11 15 11 17 18 15 15 14 11 10 11 19 12 8 8 6 17 17 12 13 8 10 4 11 14 15 10 10 12 11 4 12 4 13 10 16 7 15 10 6 5 8 9 13 10 14 5 9 8 10 7 6 2 11 8 9 6 4 8 12 8 12 4 9 7 5 6 5 7 8 10 6 3 6 7 7 6 5 5 10 4 8 4 9 6 5 10 3 8 8 5 4 7 12 3 4 3 7 7 3 11 6 7 3 5 5 4 8 7 5 4 4 6 6 4 7 5 6 4 11 7 6 5 9 6 5 2 5 4 8 7 4 6 3 7 8 5 3 5 3 5 3 2 5 4 2 6 3 4 5 4 2 5 6 3 4 7 8 4 6 2 2 4 7 2 4 7 2 5 4 2 2 2 3 5 3 7 2 1 2 2 1 2 3 0 2 1 0 3 2 1 0 2 1 3 3 0 3 1 1 2 2 0 1 1 0 0 0
Error: 0.395959
Pion Efficiency: 0.402802
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 0 0 0 0 1 0 1 0 0 1 0 1 1 1 0 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 2 1 0 5 1 2 0 0 1 0 0 1 2 0 0 0 1 2 1 1 1 1 0 1 1 1 1 3 3 2 0 3 0 1 0 2 2 1 0 1 1 0 0 0 0 1 2 1 1 0 1 1 2 2 2 3 0 0 2 0 0 0 0 3 3 3 0 0 0 0 2 0 3 4 3 2 1 4 0 3 0 1 2 3 1 0 0 0 1 1 2 1 1 1 4 2 3 1 1 2 1 2 2 1 0 6 2 1 1 1 3 4 1 5 4 0 1 0 0 1 3 4 3 6 4 2 2 1 1 0 0 0 0 2 1 1 1 4 0 2 1 2 1 5 4 5 2 2 2 6 1 3 3 3 5 2 6 3 2 6 2 4 2 8 8 2 6 3 11 5 5 3 5 3 2 1 6 4 6 6 4 7 1 4 5 1 4 2 6 2 4 3 5 7 7 3 5 2 8 3 3 8 8 6 4 5 7 6 6 3 6 6 7 2 2 0 0
Pion Histogram
 3 9 7 3 7 12 5 8 6 8 9 11 5 6 6 9 3 4 7 2 7 3 4 4 5 9 1 5 3 4 5 1 11 6 6 1 4 9 0 6 6 5 3 5 1 5 1 2 3 1 2 4 3 6 4 2 4 3 5 4 4 0 0 2 3 7 0 1 1 1 5 4 0 3 1 1 1 0 1 2 1 4 3 6 1 3 1 1 1 5 2 3 1 2 3 1 2 5 2 4 0 2 3 1 1 1 2 2 0 3 4 2 0 2 4 0 2 2 4 7 0 1 1 1 3 2 1 0 1 3 0 0 2 1 2 2 0 1 0 1 0 2 1 2 2 4 1 1 2 0 2 0 1 3 2 3 4 2 0 0 3 2 0 1 0 1 2 2 2 4 3 1 0 2 1 2 1 0 0 1 1 1 0 2 4 2 1 2 0 6 1 1 0 2 3 0 1 3 1 4 0 3 1 1 0 3 1 2 0 2 2 1 1 1 0 1 0 1 0 1 0 0 0 1 0 1 1 0 2 1 1 2 1 0 3 1 0 1 0 0 2 0 0 0 1 2 0 0 0 0 0 0 1 0 0 0
Error: 0.408623
Pion Efficiency: 0.448454
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 3 1 5 3 2 4 2 4 1 0 1 1 2 2 2 3 1 3 2 3 4 3 1 3 4 1 3 4 2 1 3 3 3 5 3 2 1 2 1 4 5 5 11 3 3 2 2 3 3 3 1 5 1 1 7 5 4 5 5 3 5 4 2 6 10 8 6 5 4 5 7 5 1 4 3 4 9 3 3 4 6 4 3 3 7 10 4 5 1 5 3 7 11 7 11 1 5 3 5 0 7 5 4 11 8 6 3 6 8 7 10 7 9 8 10 7 5 7 9 6 7 8 9 5 3 10 5 3 11 8 4 6 6 16 6 10 9 8 9 6 12 12 7 14 13 8 10 5 10 14 10 10 12 12 5 10 13 9 11 14 14 16 15 18 15 14 12 12 18 13 14 16 12 7 15 11 20 9 16 16 11 11 15 10 20 14 13 13 21 14 17 12 18 16 13 21 20 19 25 15 29 18 25 21 22 21 19 29 23 25 22 19 23 14 16 23 23 19 18 19 26 14 17 20 16 22 20 23 20 26 16 19 23 21 22 18 17 34 26 18 27 34 23 28 27 30 24 26 26 27 38 18 14 13 2 2
Pion Histogram
 18 34 35 36 43 45 32 40 35 36 31 37 37 24 30 34 22 23 26 27 27 24 20 20 28 24 22 19 22 29 22 20 28 22 30 17 18 26 14 22 19 18 15 18 13 21 15 17 14 16 13 21 21 21 19 16 15 13 16 23 16 8 8 8 20 24 12 14 9 11 9 15 14 18 11 11 13 11 5 14 5 17 13 22 8 18 11 7 6 13 11 16 11 16 8 10 10 15 9 10 2 13 11 10 7 5 10 14 8 15 8 11 7 7 10 5 9 10 14 13 3 7 8 8 9 7 6 10 5 11 4 9 8 6 12 5 8 9 5 5 7 14 4 6 5 11 8 4 13 6 9 3 6 8 6 11 11 7 4 4 9 8 4 8 5 7 6 13 9 10 8 10 6 7 3 7 5 8 7 5 7 4 7 10 9 5 6 5 5 9 3 6 4 4 9 3 5 8 5 6 5 9 4 5 7 11 5 8 2 4 6 8 3 5 7 3 5 5 2 3 2 3 5 4 7 3 2 2 4 2 3 5 1 2 4 1 3 3 1 0 4 1 3 3 1 5 1 1 2 2 0 1 2 0 0 0
Error: 0.398524
Pion Efficiency: 0.413817
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 2 1 2 3 0 2 1 1 2 1 4 2 1 2 3 3 3 5 1 2 4 1 4 2 1 3 3 2 2 3 4 0 3 1 1 2 6 4 3 4 2 6 2 2 1 5 2 3 5 3 6 8 2 7 4 1 6 2 2 4 3 1 3 3 3 1 1 5 1 7 5 3 5 3 7 3 9 2 2 4 5 2 3 3 2 5 9 7 9 4 4 6 6 1 4 3 2 4 2 3 2 5 3 8 3 6 4 6 4 3 3 10 5 8 7 4 7 3 6 4 7 13 9 8 3 6 5 9 11 10 8 5 7 10 13 6 4 9 8 6 9 12 16 7 9 11 16 8 11 9 10 12 7 13 15 9 12 14 11 14 13 13 13 13 10 12 8 10 15 12 10 10 14 9 9 16 10 12 11 8 12 9 2 7 8 10 16 16 10 11 22 14 11 14 15 23 13 13 12 14 19 10 15 14 13 15 16 17 14 18 8 17 11 15 15 16 10 14 18 23 23 14 18 17 17 11 18 16 22 12 16 17 19 14 26 10 23 21 23 17 15 26 28 21 20 28 22 15 15 17 8 7 3 1 0
Pion Histogram
 21 26 26 37 37 32 21 29 33 28 29 27 26 27 32 26 28 23 30 19 24 24 15 19 24 19 18 15 17 22 20 20 21 23 17 18 14 13 11 20 11 12 13 21 7 12 8 16 19 14 22 14 15 11 12 11 12 16 11 9 12 10 14 14 20 8 8 8 13 7 13 9 9 8 9 12 12 10 14 6 7 10 11 8 10 11 11 10 14 11 6 5 14 7 5 12 9 9 7 9 6 3 3 7 9 5 4 7 5 10 7 6 6 5 5 12 5 4 4 2 7 8 4 4 7 10 6 9 4 4 4 11 6 3 2 5 8 5 6 14 5 9 3 5 5 1 7 7 4 9 10 6 3 7 7 3 7 5 6 6 8 4 10 8 6 8 6 7 5 4 4 6 4 5 3 6 6 7 4 0 6 4 3 5 4 4 3 3 5 2 3 4 3 3 5 2 1 5 1 2 4 4 5 4 3 5 6 8 7 1 1 6 2 5 3 3 4 3 1 1 3 3 4 3 0 1 1 3 0 2 2 2 0 0 2 1 5 0 4 6 1 0 1 2 3 2 1 3 1 0 1 5 0 0 0 0
Error: 0.396825
Pion Efficiency: 0.402112
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 1 3 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 0 2 1 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 1 1 2 1 2 1 3 1 0 0 1 0 1 2 0 2 0 0 0 1 0 2 0 1 0 0 1 1 1 1 3 3 1 2 2 0 2 1 3 3 0 2 2 0 0 1 2 1 1 1 6 1 2 1 4 1 3 2 2 1 3 0 1 0 2 1 0 1 1 1 2 1 2 1 1 3 1 5 4 1 2 2 1 0 3 1 2 2 1 2 2 0 3 1 3 2 3 2 1 1 4 2 3 1 0 1 4 0 2 1 3 1 2 2 0 1 4 5 7 6 2 1 3 1 4 2 1 3 1 3 0 0 1 4 4 6 4 3 1 8 2 5 2 0 2 3 3 3 2 4 5 3 2 5 3 4 2 3 4 7 4 2 6 4 4 2 11 2 4 4 5 6 3 4 3 3 6 6 3 3 1 3 1 2 4 6 4 3 6 3 5 5 3 5 1 5 6 2 9 2 2 7 3 9 3 2 1 0 0
Pion Histogram
 6 7 9 9 5 7 6 10 7 6 6 3 8 7 2 4 5 6 8 4 4 4 3 3 6 6 6 4 3 6 5 2 4 6 4 6 5 3 6 1 0 2 5 2 4 6 1 3 8 5 8 4 1 2 6 6 2 5 2 5 7 2 4 3 2 2 2 6 2 7 1 2 5 2 2 0 3 3 1 3 3 5 3 2 2 3 2 4 4 1 10 1 3 0 0 0 3 0 3 4 0 3 3 3 2 1 3 2 3 4 7 0 2 3 3 3 1 5 0 3 3 2 2 1 1 2 0 2 4 2 2 2 4 2 1 1 1 3 0 1 2 0 1 3 1 3 3 1 1 0 2 1 0 1 1 3 2 3 0 6 0 0 1 1 1 2 0 1 0 0 2 1 2 1 1 2 2 0 0 2 2 1 2 0 2 1 1 1 1 2 2 1 2 2 0 0 1 1 0 2 1 2 0 1 0 2 0 0 0 1 1 0 0 0 0 1 1 0 0 1 2 0 1 0 2 2 0 3 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0
Error: 0.398741
Pion Efficiency: 0.418212
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 3 3 4 2 4 1 2 1 1 3 1 4 2 1 2 4 3 4 5 2 3 5 1 4 2 2 3 3 2 4 4 4 0 3 1 2 2 6 5 3 5 2 6 3 2 1 5 3 4 7 4 8 9 5 8 4 1 7 2 3 6 3 3 3 3 3 2 1 7 1 8 5 3 6 4 8 4 12 5 3 6 7 2 5 4 5 8 9 9 11 4 4 7 8 2 5 4 8 5 4 4 6 6 6 10 5 7 7 6 5 3 5 11 5 9 8 5 9 4 8 5 8 16 10 13 7 7 7 11 12 10 11 6 9 12 14 8 6 9 11 7 12 14 19 9 10 12 20 10 14 10 10 13 11 13 17 10 15 15 13 16 13 14 17 18 17 18 10 11 18 13 14 12 15 12 10 19 10 12 12 12 16 15 6 10 9 18 18 21 12 11 24 17 14 17 17 27 18 16 14 19 22 14 17 17 17 22 20 19 20 22 12 19 22 17 19 20 15 20 21 27 26 17 24 23 20 14 19 19 23 14 20 23 23 17 32 13 28 26 26 22 16 31 34 23 29 30 24 22 18 26 11 9 4 1 0
Pion Histogram
 27 33 35 46 42 39 27 39 40 34 35 30 34 34 34 30 33 29 38 23 28 28 18 22 30 25 24 19 20 28 25 22 25 29 21 24 19 16 17 21 11 14 18 23 11 18 9 19 27 19 30 18 16 13 18 17 14 21 13 14 19 12 18 17 22 10 10 14 15 14 14 11 14 10 11 12 15 13 15 9 10 15 14 10 12 14 13 14 18 12 16 6 17 7 5 12 12 9 10 13 6 6 6 10 11 6 7 9 8 14 14 6 8 8 8 15 6 9 4 5 10 10 6 5 8 12 6 11 8 6 6 13 10 5 3 6 9 8 6 15 7 9 4 8 6 4 10 8 5 9 12 7 3 8 8 6 9 8 6 12 8 4 11 9 7 10 6 8 5 4 6 7 6 6 4 8 8 7 4 2 8 5 5 5 6 5 4 4 6 4 5 5 5 5 5 2 2 6 1 4 5 6 5 5 3 7 6 8 7 2 2 6 2 5 3 4 5 3 1 2 5 3 5 3 2 3 1 6 1 2 2 3 1 0 2 1 6 0 4 6 1 0 1 4 3 2 1 3 1 0 2 5 0 0 0 0
Error: 0.397209
Pion Efficiency: 0.403699
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 9
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 3 3 2 5 3 2 1 2 3 2 3 3 5 3 2 0 4 2 3 6 1 3 6 3 1 4 7 5 6 3 3 2 2 4 2 2 4 1 2 4 2 7 5 7 3 7 5 2 3 4 3 9 6 8 4 4 6 5 8 5 12 4 1 2 7 6 3 4 2 5 3 6 6 2 5 1 2 6 4 8 6 6 7 5 5 2 3 6 3 4 9 7 8 5 9 7 9 2 5 6 6 7 9 6 6 4 6 8 7 9 5 1 7 8 12 7 8 5 5 6 6 8 3 12 5 9 14 5 7 5 8 6 9 15 11 8 5 8 12 8 5 8 6 12 8 10 7 7 7 12 6 12 8 11 6 13 9 13 6 8 10 9 8 10 6 14 12 9 13 12 10 11 12 10 10 10 10 11 8 10 4 24 11 12 7 12 15 8 8 13 7 9 12 8 12 14 5 14 17 7 10 14 20 8 9 11 9 10 16 14 8 9 13 10 10 14 14 14 11 16 14 13 14 18 13 20 15 18 16 15 25 15 13 20 19 22 17 14 21 23 23 10 14 21 17 17 21 14 24 20 24 25 3 0 0
Pion Histogram
 35 33 38 44 44 33 39 39 47 37 39 32 27 26 28 27 38 25 18 22 22 36 29 30 22 18 18 20 14 22 26 17 23 13 18 17 26 9 26 23 12 11 13 15 10 12 17 15 16 21 17 13 9 14 15 13 12 12 8 8 18 9 14 11 12 15 10 15 11 9 10 9 9 11 11 11 8 8 15 7 8 9 9 10 6 7 7 11 5 7 7 2 6 10 8 11 6 12 8 8 5 6 8 9 6 11 9 8 2 11 3 3 9 10 9 5 8 7 8 3 4 5 3 4 8 10 6 1 7 2 5 3 6 5 1 3 1 3 5 6 6 5 4 6 0 6 7 4 4 0 5 2 7 3 3 5 1 6 4 4 0 9 1 5 6 5 2 6 3 7 6 9 3 4 5 5 5 0 3 3 5 4 3 3 5 4 5 1 2 2 1 3 1 4 1 1 4 3 3 2 1 2 1 4 3 4 2 1 1 1 0 4 2 4 3 1 0 2 4 2 4 1 2 2 3 1 2 0 3 1 0 5 1 2 1 1 1 3 5 0 2 0 1 4 0 1 2 0 1 0 1 5 2 0 0 0
Error: 0.396703
Pion Efficiency: 0.409843
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 3 1 1 0 0 0 0 0 0 1 1 1 1 3 0 2 0 1 1 0 0 1 2 0 1 0 2 3 0 1 0 1 1 0 0 2 0 0 3 0 1 0 0 0 1 3 1 0 1 3 1 2 0 1 3 0 1 1 2 1 2 4 1 0 1 1 2 0 0 1 2 1 1 1 1 1 3 1 6 0 2 2 2 1 1 3 0 1 4 1 0 3 2 0 0 0 0 0 2 2 1 4 3 1 4 1 0 2 2 2 3 2 2 3 0 0 3 2 0 1 2 1 1 1 0 3 2 1 2 1 3 1 3 0 2 1 2 2 0 2 2 4 3 2 1 5 2 0 5 1 2 3 5 1 2 3 0 0 1 3 4 2 2 3 1 1 7 4 1 2 1 2 2 3 8 2 2 2 3 1 1 0 3 1 0 4 2 6 1 4 4 1 3 1 3 3 2 2 4 3 5 6 3 4 3 1 3 8 2 2 4 2 2 1 4 3 5 5 3 5 4 3 0 4 2 5 4 2 3 5 4 2 4 6 8 0 4 6 5 11 1 7 3 3 5 5 7 10 5 3 9 4 2 1 0 0
Pion Histogram
 4 9 14 12 12 11 14 11 4 14 7 7 13 8 12 9 2 1 7 5 2 6 7 9 5 8 4 0 9 7 5 3 5 5 1 4 4 3 6 7 4 4 2 5 2 2 0 2 2 6 0 3 5 1 1 3 5 2 0 2 2 3 1 3 1 1 2 3 5 3 4 1 6 4 1 3 2 2 6 2 2 1 3 2 2 1 3 0 0 0 0 4 2 2 0 1 1 2 2 1 1 2 0 2 0 1 2 4 3 3 2 2 1 1 2 1 0 2 1 1 2 3 0 2 1 0 3 4 1 2 3 1 2 2 1 2 0 1 1 2 2 4 2 2 1 0 0 5 2 0 1 2 0 2 2 2 2 1 1 0 1 0 1 2 1 4 1 1 0 1 0 1 0 2 0 1 0 1 0 2 1 1 1 2 0 1 0 3 0 0 0 0 1 1 0 1 1 0 0 1 0 2 1 1 0 3 1 0 1 1 0 0 1 1 1 0 2 1 1 1 0 0 1 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 2 2 0 1 1 0 1 0 0 0
Error: 0.406367
Pion Efficiency: 0.429825
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 6 4 4 2 5 3 2 1 2 4 3 4 4 8 3 4 0 5 3 3 6 2 5 6 4 1 6 10 5 7 3 4 3 2 4 4 2 4 4 2 5 2 7 5 8 6 8 5 3 6 5 5 9 7 11 4 5 7 7 9 7 16 5 1 3 8 8 3 4 3 7 4 7 7 3 6 4 3 12 4 10 8 8 8 6 8 2 4 10 4 4 12 9 8 5 9 7 9 4 7 7 10 10 10 10 7 4 8 10 9 12 7 3 10 8 12 10 10 5 6 8 7 9 4 12 8 11 15 7 8 8 9 9 9 17 12 10 7 8 14 10 9 11 8 13 13 12 7 12 8 14 9 17 9 13 9 13 9 14 9 12 12 11 11 11 7 21 16 10 15 13 12 13 15 18 12 12 12 14 9 11 4 27 12 12 11 14 21 9 12 17 8 12 13 11 15 16 7 18 20 12 16 17 24 11 10 14 17 12 18 18 10 11 14 14 13 19 19 17 16 20 17 13 18 20 18 24 17 21 21 19 27 19 19 28 19 26 23 19 32 24 30 13 17 26 22 24 31 19 27 29 28 27 4 0 0
Pion Histogram
 39 42 52 56 56 44 53 50 51 51 46 39 40 34 40 36 40 26 25 27 24 42 36 39 27 26 22 20 23 29 31 20 28 18 19 21 30 12 32 30 16 15 15 20 12 14 17 17 18 27 17 16 14 15 16 16 17 14 8 10 20 12 15 14 13 16 12 18 16 12 14 10 15 15 12 14 10 10 21 9 10 10 12 12 8 8 10 11 5 7 7 6 8 12 8 12 7 14 10 9 6 8 8 11 6 12 11 12 5 14 5 5 10 11 11 6 8 9 9 4 6 8 3 6 9 10 9 5 8 4 8 4 8 7 2 5 1 4 6 8 8 9 6 8 1 6 7 9 6 0 6 4 7 5 5 7 3 7 5 4 1 9 2 7 7 9 3 7 3 8 6 10 3 6 5 6 5 1 3 5 6 5 4 5 5 5 5 4 2 2 1 3 2 5 1 2 5 3 3 3 1 4 2 5 3 7 3 1 2 2 0 4 3 5 4 1 2 3 5 3 4 1 3 2 3 2 3 1 3 1 0 5 1 2 2 1 1 3 5 1 2 0 1 4 0 1 4 2 1 1 2 5 3 0 0 0
Error: 0.398655
Pion Efficiency: 0.413817
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 10
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 5 0 3 4 2 1 3 1 0 1 1 0 1 3 0 1 2 6 3 2 1 0 2 7 0 2 3 2 2 0 3 6 2 0 2 2 1 5 2 2 2 2 5 1 4 3 5 4 1 1 4 2 3 3 1 3 1 4 4 2 0 1 4 1 5 2 6 3 4 3 2 2 1 5 2 2 2 6 4 3 4 1 2 5 2 5 2 3 1 5 5 1 2 3 3 2 3 9 8 4 4 5 5 3 4 6 2 3 3 7 5 2 3 6 7 5 3 8 2 6 5 7 1 6 7 7 6 7 1 5 5 9 4 10 6 4 5 5 5 5 7 8 9 6 11 6 9 4 11 10 9 11 7 10 7 8 9 8 14 14 8 8 8 11 4 4 16 10 10 8 13 18 6 10 7 11 7 10 17 15 12 15 13 15 12 10 9 8 13 8 14 12 8 14 15 12 12 16 15 8 17 12 12 14 14 15 19 13 19 11 16 12 18 18 15 24 15 20 19 20 21 17 11 16 16 15 19 23 25 18 13 15 21 18 20 11 24 18 15 39 22 26 24 33 28 27 26 32 34 27 32 22 21 11 1
Pion Histogram
 18 29 33 32 28 31 35 22 29 29 25 25 29 18 19 21 23 17 18 18 22 22 27 19 22 18 10 17 12 14 14 24 10 12 18 9 18 21 13 19 19 8 18 14 16 20 21 20 11 15 9 13 8 10 12 15 10 5 9 7 15 11 10 12 9 13 10 12 12 19 10 9 13 8 15 12 17 13 14 6 9 12 5 8 14 6 7 10 7 8 6 8 6 10 12 15 10 5 7 15 11 11 6 9 6 8 6 5 13 7 7 5 11 9 5 3 7 6 5 6 2 11 5 8 10 7 4 9 8 5 4 5 7 8 7 10 4 7 3 8 7 4 11 9 2 6 4 10 5 7 3 3 9 5 7 6 3 6 5 2 5 6 9 6 1 8 7 2 6 8 3 11 7 0 3 5 7 9 13 3 4 5 5 6 2 5 4 4 4 4 10 3 5 4 1 4 4 4 6 3 5 5 5 4 1 6 2 2 8 7 6 2 7 5 5 8 0 4 5 4 4 3 3 3 2 5 0 3 3 2 1 4 3 3 2 3 2 3 1 0 1 0 3 3 4 1 6 1 2 1 1 1 4 2 1 0
Error: 0.393089
Pion Efficiency: 0.38821
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Untrained Results
Electron Histogram
 0 2 2 1 0 0 1 0 1 0 2 0 0 0 0 2 0 0 1 0 0 0 1 1 0 0 0 2 0 0 0 0 1 1 1 1 2 0 1 2 1 2 1 2 0 0 0 0 1 1 1 0 0 2 0 1 2 0 0 0 0 0 1 1 0 0 1 0 1 0 1 1 0 0 2 1 1 2 3 0 0 3 0 2 1 2 0 3 0 0 1 1 1 1 3 2 0 1 1 0 0 2 0 2 0 2 1 3 2 1 1 3 0 1 0 1 4 1 4 1 2 1 4 1 0 1 2 1 1 0 2 0 1 1 1 1 3 0 1 0 2 3 3 4 0 1 3 3 6 6 1 2 0 3 3 5 1 4 2 1 0 1 3 2 4 4 1 2 0 2 4 6 2 0 6 2 3 4 5 2 2 4 4 4 2 2 3 2 1 1 1 4 2 3 1 1 1 4 2 3 3 4 4 2 2 6 5 3 5 7 5 3 6 5 3 4 6 6 2 4 4 4 3 1 5 5 2 8 7 1 0 6 2 6 3 4 4 5 2 7 9 2 4 0 3 5 5 8 8 10 8 13 3 6 5 0
Pion Histogram
 4 9 6 11 7 4 6 5 11 3 8 4 7 1 9 8 5 11 3 4 3 2 6 8 5 3 3 6 5 4 3 3 4 3 4 9 3 3 6 3 5 4 3 4 4 1 0 1 2 5 4 3 3 3 3 5 3 3 5 1 3 4 2 2 2 1 2 2 3 1 4 2 2 0 0 3 5 1 5 3 2 3 2 3 2 3 1 0 6 3 0 2 1 3 2 0 0 2 4 2 0 7 3 2 0 1 3 2 1 1 2 3 2 1 1 2 3 2 0 3 2 5 0 1 2 1 1 1 2 3 0 1 2 3 1 4 1 2 0 1 3 1 0 2 3 0 2 1 0 1 2 0 1 4 3 5 3 1 0 3 2 1 0 0 1 3 1 2 4 1 2 2 1 1 2 1 1 2 2 4 1 1 1 2 2 3 1 2 1 2 1 1 1 1 1 0 4 1 5 0 1 1 0 2 3 1 0 2 2 0 0 0 1 1 2 2 3 1 2 1 0 1 0 0 0 1 0 1 1 0 0 3 0 2 0 2 1 1 1 0 1 0 1 0 0 0 0 0 2 0 0 0 0 0 0 0
Error: 0.412345
Pion Efficiency: 0.439236
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Combined Results
Electron Histogram
 0 7 2 4 4 2 2 3 2 0 3 1 0 1 3 2 1 2 7 3 2 1 1 3 7 0 2 5 2 2 0 3 7 3 1 3 4 1 6 4 3 4 3 7 1 4 3 5 5 2 2 4 2 5 3 2 5 1 4 4 2 0 2 5 1 5 3 6 4 4 4 3 2 1 7 3 3 4 9 4 3 7 1 4 6 4 5 5 3 1 6 6 2 3 6 5 2 4 10 8 4 6 5 7 3 6 7 5 5 4 8 8 2 4 6 8 9 4 12 3 8 6 11 2 6 8 9 7 8 1 7 5 10 5 11 7 7 5 6 5 7 10 11 13 6 12 9 12 10 17 11 11 11 10 13 12 9 13 10 15 14 9 11 10 15 8 5 18 10 12 12 19 20 6 16 9 14 11 15 19 17 16 19 17 17 14 13 11 9 14 9 18 14 11 15 16 13 16 18 18 11 21 16 14 16 20 20 22 18 26 16 19 18 23 21 19 30 21 22 23 24 25 20 12 21 21 17 27 30 26 18 19 17 27 21 24 15 29 20 22 48 24 30 24 36 33 32 34 40 44 35 45 25 27 16 1
Pion Histogram
 22 38 39 43 35 35 41 27 40 32 33 29 36 19 28 29 28 28 21 22 25 24 33 27 27 21 13 23 17 18 17 27 14 15 22 18 21 24 19 22 24 12 21 18 20 21 21 21 13 20 13 16 11 13 15 20 13 8 14 8 18 15 12 14 11 14 12 14 15 20 14 11 15 8 15 15 22 14 19 9 11 15 7 11 16 9 8 10 13 11 6 10 7 13 14 15 10 7 11 17 11 18 9 11 6 9 9 7 14 8 9 8 13 10 6 5 10 8 5 9 4 16 5 9 12 8 5 10 10 8 4 6 9 11 8 14 5 9 3 9 10 5 11 11 5 6 6 11 5 8 5 3 10 9 10 11 6 7 5 5 7 7 9 6 2 11 8 4 10 9 5 13 8 1 5 6 8 11 15 7 5 6 6 8 4 8 5 6 5 6 11 4 6 5 2 4 8 5 11 3 6 6 5 6 4 7 2 4 10 7 6 2 8 6 7 10 3 5 7 5 4 4 3 3 2 6 0 4 4 2 1 7 3 5 2 5 3 4 2 0 2 0 4 3 4 1 6 1 4 1 1 1 4 2 1 0
Error: 0.397015
Pion Efficiency: 0.399512
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