==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 30 6 9 2 1 5 1 1 1 2 2 4 2 3 3 4 6 0 2 1 2 1 2 3 3 1 4 1 4 2 1 1 0 1 3 2 2 1 1 2 0 3 2 3 3 3 3 2 4 5 5 1 1 1 2 1 0 5 2 1 3 8 4 3 2 2 2 1 3 3 6 3 5 4 1 3 5 8 3 9 4 6 4 4 6 10 3 4 7 5 2 8 6 8 9 12 6 12 10 7 8 4 12 16 12 16 10 17 8 16 21 13 20 32 36 28 25 39 34 43 48 60 55 60 98 162 275 599 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 89 29 23 15 19 27 15 12 11 20 6 9 12 12 14 7 12 6 14 16 12 10 8 10 13 10 16 15 14 6 13 14 9 12 8 8 13 11 6 14 12 8 11 12 9 15 14 13 8 9 11 14 10 13 6 7 14 6 12 16 12 8 15 18 10 9 13 16 11 11 17 17 17 13 13 14 10 22 20 15 13 9 8 14 16 12 15 11 7 18 16 9 28 16 20 14 12 19 15 21 18 18 14 22 25 19 19 17 16 24 21 16 24 22 24 25 16 24 26 43 34 36 27 38 55 58 84 143 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.469781
Pion Efficiency: 0.570681
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 11 1 1 1 1 3 1 0 0 0 0 1 3 0 0 0 0 0 1 1 0 1 1 0 1 1 1 1 0 1 1 1 0 1 1 0 3 0 1 0 1 0 0 1 0 1 0 0 0 1 3 0 0 0 1 1 0 0 1 0 0 1 0 0 2 3 0 1 0 0 0 0 1 1 2 1 1 2 1 1 2 1 2 0 0 2 0 2 0 2 3 1 3 1 1 1 2 1 3 0 1 3 2 0 4 3 6 3 1 8 4 7 3 7 5 6 5 11 8 8 12 17 15 21 21 35 67 159 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 25 13 6 6 8 2 4 4 6 2 4 5 1 6 1 6 1 2 2 3 2 4 6 3 6 1 1 4 4 5 4 1 6 0 3 5 3 4 6 1 3 4 2 1 2 2 3 1 3 2 4 3 4 0 6 5 4 2 0 1 3 5 4 4 1 3 2 7 2 2 3 5 0 4 2 4 1 1 6 8 7 8 6 2 1 2 5 2 5 4 2 6 3 4 3 2 5 3 3 3 7 4 3 8 3 8 2 3 9 3 0 2 5 5 6 4 4 6 6 7 5 8 12 8 7 12 18 38 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.467204
Pion Efficiency: 0.573171
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 41 7 10 3 2 8 2 1 1 2 2 5 5 3 3 4 6 0 3 2 2 2 3 3 4 2 5 2 4 3 2 2 0 2 4 2 5 1 2 2 1 3 2 4 3 4 3 2 4 6 8 1 1 1 3 2 0 5 3 1 3 9 4 3 4 5 2 2 3 3 6 3 6 5 3 4 6 10 4 10 6 7 6 4 6 12 3 6 7 7 5 9 9 9 10 13 8 13 13 7 9 7 14 16 16 19 16 20 9 24 25 20 23 39 41 34 30 50 42 51 60 77 70 81 119 197 342 758 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 114 42 29 21 27 29 19 16 17 22 10 14 13 18 15 13 13 8 16 19 14 14 14 13 19 11 17 19 18 11 17 15 15 12 11 13 16 15 12 15 15 12 13 13 11 17 17 14 11 11 15 17 14 13 12 12 18 8 12 17 15 13 19 22 11 12 15 23 13 13 20 22 17 17 15 18 11 23 26 23 20 17 14 16 17 14 20 13 12 22 18 15 31 20 23 16 17 22 18 24 25 22 17 30 28 27 21 20 25 27 21 18 29 27 30 29 20 30 32 50 39 44 39 46 62 70 102 181 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.469267
Pion Efficiency: 0.568737
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 72 13 5 4 6 2 4 3 1 0 1 4 2 1 0 2 4 3 3 1 2 4 3 0 1 1 4 2 4 1 1 1 2 0 1 4 4 3 0 1 4 3 2 5 1 0 0 4 1 1 4 1 3 5 1 1 3 1 2 5 1 7 1 1 1 1 5 0 2 2 7 6 5 4 5 7 2 5 1 7 6 6 3 7 11 4 6 3 9 5 8 6 5 9 8 8 9 7 9 4 11 10 6 7 14 6 12 11 13 16 18 16 16 19 33 33 26 29 37 49 42 54 49 72 87 138 267 609 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 202 43 34 26 30 27 19 15 26 17 10 16 13 21 14 19 15 10 21 11 9 14 16 10 9 7 16 18 12 9 8 9 10 14 13 8 10 10 11 10 12 8 10 8 13 13 10 7 11 17 9 15 10 17 11 10 3 15 10 11 12 12 10 11 7 11 9 8 11 19 18 12 12 10 11 15 7 9 11 15 15 14 15 10 11 18 10 14 9 9 9 14 10 15 14 11 14 17 16 20 24 19 10 13 15 9 18 21 17 16 15 22 17 22 15 23 17 18 23 21 37 33 36 24 45 38 86 138 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.467797
Pion Efficiency: 0.559724
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 15 3 1 0 2 0 2 0 1 2 0 0 1 0 0 0 2 0 1 0 1 2 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 1 1 1 1 3 0 1 0 1 4 0 1 1 0 0 2 0 3 2 0 0 0 0 1 0 2 1 0 1 0 1 0 2 0 0 1 1 1 2 2 4 1 1 1 0 3 2 0 1 2 0 3 1 3 1 0 2 1 2 7 3 7 2 1 6 1 5 3 6 2 2 7 3 6 7 7 6 6 12 14 16 17 15 21 28 81 167 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 54 12 5 6 7 5 1 6 4 4 6 3 6 2 7 3 3 2 4 8 5 3 3 3 2 2 3 4 2 0 3 1 5 3 3 2 3 2 3 3 4 3 4 2 4 3 1 5 3 1 3 1 3 4 1 1 4 2 1 1 5 2 2 4 2 7 4 3 2 3 5 1 3 2 2 4 3 0 4 1 1 2 4 2 3 2 4 3 3 2 6 3 3 4 4 0 6 1 4 4 3 3 3 3 2 6 4 6 5 2 4 4 4 4 3 5 2 4 6 4 12 10 9 3 9 10 18 25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.470926
Pion Efficiency: 0.539305
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 87 16 6 4 8 2 6 3 2 2 1 4 3 1 0 2 6 3 4 1 3 6 3 1 2 2 4 2 4 1 1 1 3 0 1 5 5 4 0 1 4 4 3 6 2 3 0 5 1 2 8 1 4 6 1 1 5 1 5 7 1 7 1 1 2 1 7 1 2 3 7 7 5 6 5 7 3 6 2 9 8 10 4 8 12 4 9 5 9 6 10 6 8 10 11 9 9 9 10 6 18 13 13 9 15 12 13 16 16 22 20 18 23 22 39 40 33 35 43 61 56 70 66 87 108 166 348 776 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 256 55 39 32 37 32 20 21 30 21 16 19 19 23 21 22 18 12 25 19 14 17 19 13 11 9 19 22 14 9 11 10 15 17 16 10 13 12 14 13 16 11 14 10 17 16 11 12 14 18 12 16 13 21 12 11 7 17 11 12 17 14 12 15 9 18 13 11 13 22 23 13 15 12 13 19 10 9 15 16 16 16 19 12 14 20 14 17 12 11 15 17 13 19 18 11 20 18 20 24 27 22 13 16 17 15 22 27 22 18 19 26 21 26 18 28 19 22 29 25 49 43 45 27 54 48 104 163 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.468425
Pion Efficiency: 0.559316
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 92 20 11 5 6 5 6 9 1 4 4 3 4 4 7 3 5 3 4 3 3 4 3 4 2 3 4 0 4 3 7 3 3 2 2 0 5 4 3 6 9 0 5 6 5 2 3 3 6 4 0 9 3 1 1 1 4 0 4 4 4 3 5 2 4 3 4 3 4 3 6 2 4 5 1 3 5 3 3 5 5 5 4 2 4 5 7 4 3 8 1 5 3 2 6 7 4 5 5 7 2 7 4 5 7 4 9 3 9 6 5 3 3 5 7 5 6 3 4 10 10 8 10 7 8 10 11 8 10 6 11 6 11 10 10 5 8 11 6 9 13 13 10 16 15 12 9 4 7 9 9 12 10 9 9 9 7 14 11 12 10 11 13 7 11 13 15 11 9 9 8 12 6 12 9 8 10 8 7 14 14 10 14 11 16 7 13 9 14 12 9 16 14 12 20 17 15 17 20 16 17 13 24 16 21 26 23 34 15 15 32 30 34 27 37 35 31 25 38 43 37 34 22 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 0 0 0 0 0 0
Pion Histogram
 319 94 71 51 37 37 27 35 32 33 23 26 20 16 20 25 21 21 15 28 19 13 20 12 17 13 13 12 19 8 13 15 14 9 9 15 6 15 11 10 12 13 7 7 6 11 4 9 7 10 6 7 14 10 4 9 14 7 10 8 13 8 7 12 12 16 6 9 4 7 9 7 6 5 5 4 9 8 9 5 7 6 6 5 9 7 5 6 3 7 9 11 5 4 11 13 5 11 13 7 5 5 6 6 5 3 2 6 4 8 8 5 8 7 6 6 2 2 9 6 8 9 3 11 8 7 2 3 7 12 8 10 8 10 6 7 7 12 9 7 9 8 8 8 3 4 6 2 7 4 5 9 5 4 7 6 6 11 3 5 1 4 6 6 3 5 5 6 7 7 3 3 4 4 6 4 3 3 5 2 5 2 3 5 4 2 2 2 6 3 7 2 5 2 2 4 6 2 2 3 9 4 0 2 4 4 5 6 2 2 1 3 6 9 5 5 6 5 6 5 8 2 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 0
Error: 0.431404
Pion Efficiency: 0.571184
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 22 7 2 3 3 2 1 3 4 2 1 0 0 1 5 0 1 1 1 2 0 0 1 4 2 0 1 0 2 0 0 1 1 1 1 0 0 1 2 1 0 2 0 1 0 0 2 0 0 3 1 1 2 0 2 0 0 0 2 1 0 1 2 1 1 2 0 0 2 1 0 0 0 0 1 0 1 0 1 0 0 0 3 1 0 0 2 1 1 2 0 0 2 2 3 3 1 3 1 0 0 3 1 2 0 0 2 2 3 0 1 1 2 1 0 1 2 3 4 2 1 3 3 2 4 0 3 2 0 4 1 6 3 2 5 8 4 3 2 3 3 4 2 3 2 11 1 1 1 0 1 3 2 0 2 5 2 5 2 1 4 1 0 1 3 4 1 5 2 4 5 4 4 3 2 5 4 3 2 1 1 4 1 4 1 8 2 3 3 3 5 4 5 5 5 5 5 1 6 4 9 6 6 5 10 8 6 8 7 7 8 3 7 9 7 8 3 8 11 10 11 13 6 0 0 0 0 0 0 0 0 0 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
 69 22 21 13 12 17 8 10 10 6 6 8 2 5 3 2 4 6 2 1 3 5 1 1 5 4 5 1 4 3 2 3 3 2 3 0 1 3 2 3 5 2 1 2 3 4 1 3 2 0 2 1 3 2 4 2 1 1 1 3 4 1 2 5 0 0 1 1 2 3 1 3 5 0 3 1 2 0 0 0 3 4 2 0 2 3 0 1 0 0 2 4 1 2 3 2 0 1 1 0 3 0 1 0 3 1 1 2 4 0 2 1 0 1 3 0 4 1 2 1 0 2 0 4 2 0 0 0 1 7 0 2 1 5 0 4 0 0 1 2 0 1 0 0 1 1 1 0 1 2 1 2 2 3 3 2 1 0 1 1 0 2 1 0 2 1 0 1 0 2 3 2 0 2 0 1 0 2 1 0 0 0 1 0 3 0 1 0 1 0 1 0 0 2 0 0 1 0 0 1 0 0 1 0 1 0 1 1 2 0 0 0 1 0 1 0 2 2 4 1 2 2 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 0 0 0 0 0 0 0
Error: 0.43638
Pion Efficiency: 0.571158
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 114 27 13 8 9 7 7 12 5 6 5 3 4 5 12 3 6 4 5 5 3 4 4 8 4 3 5 0 6 3 7 4 4 3 3 0 5 5 5 7 9 2 5 7 5 2 5 3 6 7 1 10 5 1 3 1 4 0 6 5 4 4 7 3 5 5 4 3 6 4 6 2 4 5 2 3 6 3 4 5 5 5 7 3 4 5 9 5 4 10 1 5 5 4 9 10 5 8 6 7 2 10 5 7 7 4 11 5 12 6 6 4 5 6 7 6 8 6 8 12 11 11 13 9 12 10 14 10 10 10 12 12 14 12 15 13 12 14 8 12 16 17 12 19 17 23 10 5 8 9 10 15 12 9 11 14 9 19 13 13 14 12 13 8 14 17 16 16 11 13 13 16 10 15 11 13 14 11 9 15 15 14 15 15 17 15 15 12 17 15 14 20 19 17 25 22 20 18 26 20 26 19 30 21 31 34 29 42 22 22 40 33 41 36 44 43 34 33 49 53 48 47 28 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 0 0 0 0 0 0
Pion Histogram
 388 116 92 64 49 54 35 45 42 39 29 34 22 21 23 27 25 27 17 29 22 18 21 13 22 17 18 13 23 11 15 18 17 11 12 15 7 18 13 13 17 15 8 9 9 15 5 12 9 10 8 8 17 12 8 11 15 8 11 11 17 9 9 17 12 16 7 10 6 10 10 10 11 5 8 5 11 8 9 5 10 10 8 5 11 10 5 7 3 7 11 15 6 6 14 15 5 12 14 7 8 5 7 6 8 4 3 8 8 8 10 6 8 8 9 6 6 3 11 7 8 11 3 15 10 7 2 3 8 19 8 12 9 15 6 11 7 12 10 9 9 9 8 8 4 5 7 2 8 6 6 11 7 7 10 8 7 11 4 6 1 6 7 6 5 6 5 7 7 9 6 5 4 6 6 5 3 5 6 2 5 2 4 5 7 2 3 2 7 3 8 2 5 4 2 4 7 2 2 4 9 4 1 2 5 4 6 7 4 2 1 3 7 9 6 5 8 7 10 6 10 4 3 0 0 0 0 0 0 0 0 0 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: 0.432404
Pion Efficiency: 0.575017
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 112 7 8 1 3 6 5 1 5 2 2 1 1 1 1 1 1 1 2 2 0 1 1 1 1 2 1 1 3 0 1 1 5 1 0 2 1 2 1 1 2 2 0 1 1 1 4 1 0 0 1 3 2 2 2 1 2 2 2 0 1 0 2 2 3 2 2 4 2 3 2 3 2 2 1 4 3 2 3 2 3 3 2 2 1 3 4 0 1 1 0 7 2 2 1 1 4 2 3 6 2 0 1 2 1 3 4 2 2 3 2 4 3 4 2 6 5 3 4 4 4 3 5 7 6 4 10 2 14 10 6 8 9 5 12 1 9 10 7 2 13 8 9 7 15 9 8 11 9 9 5 6 13 5 12 12 11 9 10 7 6 9 8 11 9 8 12 14 14 17 12 12 11 5 8 14 13 12 13 11 11 14 6 17 20 16 15 12 17 13 12 19 18 18 14 23 18 26 18 30 22 21 24 24 23 26 31 28 35 45 47 51 69 78 70 116 148 47 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 292 54 38 32 22 26 18 18 25 10 17 14 13 19 12 12 10 8 20 12 7 9 15 8 23 8 10 8 5 9 8 8 7 15 7 9 4 7 14 10 6 9 9 4 5 9 6 6 6 8 6 5 10 9 6 10 12 10 9 8 7 7 6 6 8 6 6 4 12 6 8 8 5 7 10 9 5 5 11 3 9 6 11 6 8 8 7 4 7 9 5 8 11 7 6 5 9 5 5 9 6 7 8 11 6 7 7 13 10 4 5 10 9 13 7 3 7 5 8 5 6 6 8 11 7 10 6 9 10 8 13 7 14 17 10 11 11 9 8 16 7 15 12 14 8 8 13 12 7 5 12 7 12 18 11 10 7 6 8 9 8 9 9 4 2 13 7 5 6 8 2 10 6 4 12 7 7 7 5 9 11 4 2 7 6 9 9 4 7 9 8 10 3 8 4 5 3 13 8 8 6 4 6 7 6 10 9 4 8 10 11 7 12 9 13 10 22 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 0 0 0 0 0 0 0 0 0 0 0
Error: 0.432956
Pion Efficiency: 0.563374
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 26 2 1 2 2 1 3 0 0 0 1 0 0 0 1 0 0 0 0 1 0 1 2 3 0 2 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 2 0 0 0 0 0 0 0 1 0 0 3 1 2 0 0 2 0 1 0 1 0 0 0 0 0 0 1 0 0 1 0 1 2 0 0 0 1 0 3 0 1 0 0 0 0 0 1 0 1 0 1 0 2 1 0 0 1 2 0 1 3 0 0 2 1 0 0 2 0 2 0 1 2 2 0 3 0 2 1 6 0 4 2 0 2 2 3 2 0 4 1 1 2 3 2 7 2 5 2 1 1 3 2 0 2 3 1 1 5 3 3 2 2 2 2 3 1 0 3 4 5 2 3 6 3 3 3 4 2 3 4 3 2 4 4 1 3 2 5 2 7 5 2 4 4 2 3 3 3 4 11 2 5 6 7 12 5 7 8 14 7 18 11 11 18 22 27 26 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 62 8 8 6 12 4 4 5 2 5 6 4 5 6 3 1 5 2 0 1 7 5 3 1 2 5 4 4 4 0 2 1 1 2 4 1 2 4 0 2 1 2 3 1 2 2 1 1 4 3 3 1 0 1 0 4 1 0 1 1 2 1 3 3 2 0 3 1 2 4 2 1 4 1 1 3 2 3 3 3 0 1 1 0 4 0 2 1 4 2 0 0 3 0 4 1 3 2 0 4 1 2 1 4 2 0 3 2 5 0 1 1 3 0 6 0 5 1 5 2 3 3 1 1 3 1 3 6 0 2 4 2 8 4 3 5 3 3 3 1 7 7 3 5 3 4 4 3 4 4 2 3 0 1 0 2 2 0 2 2 0 2 4 3 1 2 1 4 1 1 2 0 1 0 2 2 1 2 1 2 0 2 2 0 6 1 1 1 0 4 4 2 1 2 1 2 0 2 3 2 2 5 0 3 1 3 2 1 1 1 0 1 3 3 4 3 4 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 0 0 0 0 0 0
Error: 0.44113
Pion Efficiency: 0.626298
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 138 9 9 3 5 7 8 1 5 2 3 1 1 1 2 1 1 1 2 3 0 2 3 4 1 4 1 1 3 0 1 1 5 1 1 3 2 3 1 1 2 2 1 2 1 1 4 1 2 0 1 3 2 2 2 1 3 2 2 3 2 2 2 2 5 2 3 4 3 3 2 3 2 2 1 5 3 2 4 2 4 5 2 2 1 4 4 3 1 2 0 7 2 2 1 2 4 3 3 7 2 2 2 2 1 4 6 2 3 6 2 4 5 5 2 6 7 3 6 4 5 5 7 7 9 4 12 3 20 10 10 10 9 7 14 4 11 10 11 3 14 10 12 9 22 11 13 13 10 10 8 8 13 7 15 13 12 14 13 10 8 11 10 13 12 9 12 17 18 22 14 15 17 8 11 17 17 14 16 15 14 16 10 21 21 19 17 17 19 20 17 21 22 22 16 26 21 29 22 41 24 26 30 31 35 31 38 36 49 52 65 62 80 96 92 143 174 59 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 354 62 46 38 34 30 22 23 27 15 23 18 18 25 15 13 15 10 20 13 14 14 18 9 25 13 14 12 9 9 10 9 8 17 11 10 6 11 14 12 7 11 12 5 7 11 7 7 10 11 9 6 10 10 6 14 13 10 10 9 9 8 9 9 10 6 9 5 14 10 10 9 9 8 11 12 7 8 14 6 9 7 12 6 12 8 9 5 11 11 5 8 14 7 10 6 12 7 5 13 7 9 9 15 8 7 10 15 15 4 6 11 12 13 13 3 12 6 13 7 9 9 9 12 10 11 9 15 10 10 17 9 22 21 13 16 14 12 11 17 14 22 15 19 11 12 17 15 11 9 14 10 12 19 11 12 9 6 10 11 8 11 13 7 3 15 8 9 7 9 4 10 7 4 14 9 8 9 6 11 11 6 4 7 12 10 10 5 7 13 12 12 4 10 5 7 3 15 11 10 8 9 6 10 7 13 11 5 9 11 11 8 15 12 17 13 26 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.434604
Pion Efficiency: 0.578158
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 45 14 7 14 7 3 3 4 4 8 3 2 4 4 3 2 4 0 3 2 3 1 2 3 6 4 2 2 7 1 2 0 4 3 2 2 6 1 2 2 2 1 3 3 1 2 5 1 1 2 4 2 1 4 3 0 1 3 0 0 1 3 4 3 1 2 1 6 2 1 2 1 2 2 3 1 3 2 4 4 1 4 4 3 2 7 0 3 3 2 5 1 5 4 3 6 5 5 6 3 6 6 1 2 1 1 2 2 8 4 6 1 4 3 5 5 6 4 4 4 5 6 6 1 7 4 13 3 1 4 3 6 4 5 5 6 6 12 7 5 8 8 6 7 8 10 5 7 9 10 10 7 7 7 13 7 6 7 9 6 13 6 9 11 15 10 11 10 9 22 13 14 13 4 13 15 19 15 9 10 11 13 11 17 17 11 18 11 16 18 10 15 17 14 15 18 11 11 25 15 19 3 16 13 21 14 15 17 28 22 32 23 23 30 30 34 34 28 34 32 46 32 39 40 49 44 47 47 58 46 32 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
Pion Histogram
 100 46 36 39 30 15 23 13 25 16 22 18 15 21 13 18 25 19 16 15 16 22 10 11 11 12 8 12 11 13 14 15 10 10 16 12 9 6 12 8 9 13 13 4 13 11 5 10 12 10 10 12 12 7 6 12 7 9 11 5 11 9 18 12 6 6 6 13 10 13 8 12 14 10 3 12 3 5 12 9 11 5 12 12 6 9 6 8 14 5 14 8 5 6 13 12 8 8 9 11 8 3 2 7 8 6 9 6 7 8 5 12 9 11 5 7 19 8 9 7 5 9 8 10 1 12 9 10 8 9 14 11 12 12 6 6 5 10 9 12 5 10 7 7 7 7 12 3 7 7 7 8 9 7 9 12 9 7 3 8 4 3 8 8 7 6 6 5 9 8 3 7 10 10 6 9 4 12 5 11 10 5 6 11 8 8 11 6 5 7 6 5 5 10 7 2 5 7 9 8 5 7 0 3 2 4 3 7 2 2 6 6 9 9 1 6 3 6 7 8 8 1 7 4 7 9 6 6 12 5 4 0 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: 0.433729
Pion Efficiency: 0.608407
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 7 2 1 1 2 1 0 4 0 1 1 0 0 0 3 0 0 2 0 0 0 1 1 1 0 0 0 1 0 0 2 0 0 0 1 1 0 1 0 0 0 0 2 0 0 0 0 1 2 1 0 0 0 1 1 0 1 0 0 0 1 0 1 0 0 1 1 2 0 0 0 3 0 1 1 0 0 2 2 1 0 0 2 3 0 3 1 1 1 0 2 0 2 0 1 1 0 1 0 1 0 0 4 1 2 2 0 0 1 0 2 0 0 1 1 0 2 2 0 0 1 0 1 2 1 1 0 2 1 0 0 0 1 1 0 3 2 0 1 0 2 2 2 2 0 2 3 1 1 2 0 2 3 5 2 1 3 2 2 2 3 0 0 0 3 4 3 3 2 1 2 3 2 1 3 4 2 2 4 1 0 8 4 1 3 5 4 5 2 1 2 3 4 8 2 3 4 8 4 2 3 7 6 4 6 4 7 3 5 2 3 9 2 9 8 8 8 3 8 10 13 10 13 8 15 9 10 11 14 11 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
Pion Histogram
 27 11 10 6 5 2 5 8 4 7 4 4 3 2 5 5 4 1 5 1 5 4 2 8 4 6 8 3 2 2 3 5 3 2 2 3 4 3 10 3 3 2 1 7 2 2 4 3 1 3 2 4 4 5 0 2 4 6 2 5 4 2 2 5 1 2 1 3 3 3 7 3 3 3 1 5 3 4 2 2 1 1 1 3 1 2 3 4 2 1 4 1 1 3 1 1 3 4 1 3 3 4 4 4 2 1 4 4 3 2 4 2 1 1 2 1 3 2 2 2 0 2 2 2 1 4 4 4 2 1 4 1 0 1 3 1 1 3 2 3 1 2 4 4 3 2 0 3 0 2 3 1 2 3 1 1 3 2 1 2 2 3 2 7 1 2 2 1 2 1 2 2 4 1 4 2 2 1 0 0 1 2 2 2 3 0 2 1 0 3 2 1 0 2 1 1 0 1 1 1 2 3 1 3 0 2 0 2 0 2 2 1 3 1 1 1 1 0 1 0 1 5 1 1 1 2 0 1 2 4 0 0 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: 0.419119
Pion Efficiency: 0.511551
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 52 16 8 15 9 4 3 8 4 9 4 2 4 4 6 2 4 2 3 2 3 2 3 4 6 4 2 3 7 1 4 0 4 3 3 3 6 2 2 2 2 1 5 3 1 2 5 2 3 3 4 2 1 5 4 0 2 3 0 0 2 3 5 3 1 3 2 8 2 1 2 4 2 3 4 1 3 4 6 5 1 4 6 6 2 10 1 4 4 2 7 1 7 4 4 7 5 6 6 4 6 6 5 3 3 3 2 2 9 4 8 1 4 4 6 5 8 6 4 4 6 6 7 3 8 5 13 5 2 4 3 6 5 6 5 9 8 12 8 5 10 10 8 9 8 12 8 8 10 12 10 9 10 12 15 8 9 9 11 8 16 6 9 11 18 14 14 13 11 23 15 17 15 5 16 19 21 17 13 11 11 21 15 18 20 16 22 16 18 19 12 18 21 22 17 21 15 19 29 17 22 10 22 17 27 18 22 20 33 24 35 32 25 39 38 42 42 31 42 42 59 42 52 48 64 53 57 58 72 57 39 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
Pion Histogram
 127 57 46 45 35 17 28 21 29 23 26 22 18 23 18 23 29 20 21 16 21 26 12 19 15 18 16 15 13 15 17 20 13 12 18 15 13 9 22 11 12 15 14 11 15 13 9 13 13 13 12 16 16 12 6 14 11 15 13 10 15 11 20 17 7 8 7 16 13 16 15 15 17 13 4 17 6 9 14 11 12 6 13 15 7 11 9 12 16 6 18 9 6 9 14 13 11 12 10 14 11 7 6 11 10 7 13 10 10 10 9 14 10 12 7 8 22 10 11 9 5 11 10 12 2 16 13 14 10 10 18 12 12 13 9 7 6 13 11 15 6 12 11 11 10 9 12 6 7 9 10 9 11 10 10 13 12 9 4 10 6 6 10 15 8 8 8 6 11 9 5 9 14 11 10 11 6 13 5 11 11 7 8 13 11 8 13 7 5 10 8 6 5 12 8 3 5 8 10 9 7 10 1 6 2 6 3 9 2 4 8 7 12 10 2 7 4 6 8 8 9 6 8 5 8 11 6 7 14 9 4 0 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: 0.430846
Pion Efficiency: 0.592463
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 149 9 10 2 12 4 2 7 2 2 1 4 3 3 4 4 2 2 2 1 6 2 1 3 0 4 3 5 1 3 2 2 2 1 3 4 3 1 3 3 5 2 3 2 2 4 3 2 2 1 3 2 6 3 4 2 4 3 1 2 1 1 1 0 3 2 3 2 2 4 5 0 0 3 2 0 4 1 3 3 2 2 3 3 7 3 6 4 3 2 4 4 3 2 2 0 8 3 4 1 7 3 1 6 1 4 1 5 5 5 6 4 1 3 6 4 1 5 2 3 9 5 5 10 2 5 8 8 7 11 4 11 7 7 9 7 11 18 7 10 9 16 13 15 7 8 9 13 10 10 8 8 13 15 9 8 22 20 10 12 13 17 8 10 12 16 10 6 10 17 12 6 21 12 15 13 12 10 11 7 13 8 10 13 13 14 13 20 13 18 20 9 14 18 9 18 17 16 18 8 22 16 15 21 14 22 31 25 14 32 38 23 32 40 43 35 38 32 47 54 55 60 29 4 0 0 0 0 0 0 0 0 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
 538 88 58 34 43 35 27 29 26 14 12 23 13 22 18 15 16 7 14 16 15 20 18 12 12 7 11 7 7 11 5 14 9 14 5 5 8 4 7 9 11 8 7 10 7 8 10 9 6 6 10 7 6 11 6 6 5 7 2 12 2 8 3 9 3 7 3 5 1 9 5 8 6 9 9 4 5 0 9 5 9 2 2 6 6 7 5 3 4 7 7 4 7 5 8 7 4 4 5 4 4 6 5 8 5 6 5 5 6 7 1 5 2 7 5 5 5 4 3 4 4 8 12 7 6 9 3 1 4 9 2 4 6 8 9 9 10 9 8 9 6 11 11 6 10 10 7 3 9 7 6 6 8 2 15 4 3 5 5 5 5 11 11 6 3 2 4 4 5 3 3 7 7 3 8 5 3 4 5 10 4 2 3 5 4 3 3 3 3 3 4 1 3 3 2 3 6 2 2 5 3 5 2 2 0 4 4 4 3 5 6 4 6 6 4 2 4 8 7 11 7 3 3 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
Error: 0.424822
Pion Efficiency: 0.568092
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 41 3 1 6 0 1 0 1 2 1 0 1 1 1 0 1 0 1 2 0 1 0 0 0 1 0 1 2 0 2 2 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 0 2 0 0 0 1 0 2 1 1 1 1 0 0 0 1 0 0 1 1 2 1 0 0 1 1 1 0 1 0 0 1 0 2 0 2 0 0 0 4 2 0 0 1 1 0 0 0 1 0 0 0 1 0 3 2 1 0 0 1 1 0 0 1 1 1 3 0 0 1 3 1 0 4 1 4 0 1 3 0 1 2 4 4 2 6 2 2 2 2 4 2 2 1 0 3 0 4 0 2 4 0 2 4 1 1 2 1 1 2 5 1 2 1 4 3 0 2 2 1 6 2 2 2 2 1 1 4 2 3 3 7 0 3 4 1 3 4 1 0 5 5 1 1 4 5 4 2 5 4 3 5 3 7 6 4 3 7 8 6 3 13 10 13 3 7 11 9 10 12 12 18 15 8 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 0 0 0 0 0 0
Pion Histogram
 149 21 9 11 11 6 8 8 7 6 5 3 2 2 4 4 2 5 0 2 2 1 4 1 2 1 3 2 2 2 1 5 1 2 2 5 0 2 3 1 2 2 0 4 4 3 3 2 2 2 1 1 2 1 1 1 0 0 0 1 1 1 1 4 1 2 2 0 2 3 2 3 0 1 2 2 1 1 3 2 4 1 0 1 1 1 1 0 0 4 2 0 4 3 2 3 2 2 0 0 4 2 2 0 3 0 2 2 0 3 0 1 1 4 4 1 1 3 3 0 2 1 0 0 2 3 2 4 0 0 1 1 3 2 2 0 1 4 3 2 3 0 2 0 1 2 1 1 1 1 2 1 0 1 2 0 2 0 2 2 3 0 3 1 1 2 0 2 1 2 1 2 1 3 0 2 0 1 3 1 1 2 0 5 1 0 5 3 0 1 3 1 0 3 0 2 2 0 1 0 3 1 2 2 3 0 3 2 0 3 0 1 1 2 0 0 4 2 3 3 1 4 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 0
Error: 0.441649
Pion Efficiency: 0.639866
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 190 12 11 8 12 5 2 8 4 3 1 5 4 4 4 5 2 3 4 1 7 2 1 3 1 4 4 7 1 5 4 3 2 2 3 4 4 1 3 4 6 2 4 2 2 4 3 2 2 1 5 2 6 3 5 2 6 4 2 3 2 1 1 0 4 2 3 3 3 6 6 0 0 4 3 1 4 2 3 3 3 2 5 3 9 3 6 4 7 4 4 4 4 3 2 0 8 4 4 1 7 4 1 9 3 5 1 5 6 6 6 4 2 4 7 7 1 5 3 6 10 5 9 11 6 5 9 11 7 12 6 15 11 9 15 9 13 20 9 14 11 18 14 15 10 8 13 13 12 14 8 10 17 16 10 10 23 21 12 17 14 19 9 14 15 16 12 8 11 23 14 8 23 14 16 14 16 12 14 10 20 8 13 17 14 17 17 21 13 23 25 10 15 22 14 22 19 21 22 11 27 19 22 27 18 25 38 33 20 35 51 33 45 43 50 46 47 42 59 66 73 75 37 6 0 0 0 0 0 0 0 0 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
 687 109 67 45 54 41 35 37 33 20 17 26 15 24 22 19 18 12 14 18 17 21 22 13 14 8 14 9 9 13 6 19 10 16 7 10 8 6 10 10 13 10 7 14 11 11 13 11 8 8 11 8 8 12 7 7 5 7 2 13 3 9 4 13 4 9 5 5 3 12 7 11 6 10 11 6 6 1 12 7 13 3 2 7 7 8 6 3 4 11 9 4 11 8 10 10 6 6 5 4 8 8 7 8 8 6 7 7 6 10 1 6 3 11 9 6 6 7 6 4 6 9 12 7 8 12 5 5 4 9 3 5 9 10 11 9 11 13 11 11 9 11 13 6 11 12 8 4 10 8 8 7 8 3 17 4 5 5 7 7 8 11 14 7 4 4 4 6 6 5 4 9 8 6 8 7 3 5 8 11 5 4 3 10 5 3 8 6 3 4 7 2 3 6 2 5 8 2 3 5 6 6 4 4 3 4 7 6 3 8 6 5 7 8 4 2 8 10 10 14 8 7 4 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
Error: 0.428241
Pion Efficiency: 0.577809
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 142 6 3 9 4 5 3 6 7 3 0 2 3 0 3 4 1 3 1 2 3 3 2 0 2 1 1 3 1 1 1 6 1 3 7 4 3 1 0 0 2 1 2 3 1 1 1 1 2 0 1 3 3 3 1 3 2 4 3 3 4 6 2 1 0 1 3 1 3 5 0 1 2 7 1 0 3 1 1 2 2 4 4 4 3 5 2 4 3 5 6 2 5 0 3 2 5 3 3 7 3 5 4 2 5 5 2 5 4 2 3 3 5 8 7 9 6 8 5 4 10 9 6 7 4 10 18 11 8 16 14 13 17 14 9 12 9 16 10 14 14 12 11 11 18 10 13 10 13 5 13 7 12 14 12 10 7 6 10 9 7 10 11 11 15 18 6 11 8 8 12 12 9 6 16 4 11 13 11 13 9 16 6 8 9 13 7 11 10 13 12 11 7 15 12 8 16 13 14 19 18 10 12 11 14 15 17 15 15 17 13 24 27 8 19 29 15 26 24 25 25 31 34 38 48 51 54 64 67 17 0 0 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
 443 68 55 42 25 25 22 21 28 20 24 14 15 17 22 10 12 13 15 9 17 17 14 7 8 10 18 11 11 14 8 5 14 6 13 7 6 12 12 5 10 11 8 11 8 11 7 15 4 5 4 7 9 10 11 6 6 9 4 6 9 7 8 7 7 15 9 4 8 4 5 4 12 9 6 4 7 7 7 7 4 10 5 2 9 6 7 5 7 5 8 9 3 4 1 7 6 8 4 6 3 9 4 5 6 8 3 12 5 12 10 9 5 10 5 5 9 4 5 8 11 7 6 6 11 13 10 13 16 21 11 13 14 12 8 11 7 9 2 11 9 11 7 11 7 8 3 10 5 8 6 3 3 6 3 3 7 3 6 5 4 2 6 4 3 5 4 1 6 8 3 5 5 8 2 9 4 2 2 3 1 3 6 1 1 2 0 3 6 5 1 3 4 7 2 2 3 1 1 2 3 2 1 1 6 3 5 3 3 4 1 3 3 2 1 4 3 7 7 4 1 5 4 3 4 4 5 15 8 3 0 0 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: 0.425526
Pion Efficiency: 0.575771
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 32 1 2 1 0 0 4 4 1 1 0 0 0 1 2 0 0 0 0 0 1 0 2 2 0 0 1 1 1 1 0 0 0 1 1 0 1 2 3 1 1 0 0 1 0 3 0 0 0 0 0 4 3 0 0 0 0 2 0 2 1 2 0 0 0 1 0 1 0 2 1 0 0 1 0 1 0 0 1 0 1 1 0 1 0 1 2 2 1 0 0 0 1 1 0 1 2 1 2 1 1 1 0 0 0 0 4 2 1 0 2 2 0 2 2 3 3 1 1 4 3 1 2 1 1 2 3 5 5 1 4 2 3 3 5 3 1 2 3 0 3 3 2 0 3 6 3 3 1 5 2 2 2 1 2 1 1 3 1 2 2 2 2 2 2 3 2 3 1 2 2 4 3 0 1 3 3 2 4 6 2 6 1 1 3 1 0 1 2 1 4 2 0 3 2 3 3 0 2 8 1 5 4 0 4 3 2 6 3 6 2 4 8 1 9 6 3 5 9 7 5 4 11 7 6 10 12 10 24 6 0 0 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
 102 22 13 12 10 13 10 8 5 3 4 7 2 3 4 3 4 2 5 2 0 3 5 2 4 3 2 4 0 1 1 5 2 4 0 2 1 2 0 2 2 1 2 2 1 2 1 1 3 4 2 1 4 2 4 4 3 1 2 2 2 0 1 2 3 2 1 3 1 1 3 2 1 5 3 2 0 1 1 0 3 1 1 2 2 3 1 1 1 2 3 6 2 1 3 0 3 6 5 4 5 1 3 2 1 2 2 1 2 4 4 2 1 1 3 3 0 3 3 1 0 1 2 2 1 0 3 3 5 6 1 4 4 4 2 1 1 1 2 2 3 3 3 2 1 2 0 1 0 2 1 1 1 1 3 1 2 1 0 1 2 1 2 2 0 2 0 0 1 0 0 1 0 2 1 0 0 1 1 3 0 2 0 4 1 1 1 1 2 1 1 1 3 1 1 1 0 1 1 0 0 1 0 1 2 0 0 0 0 0 1 0 0 1 1 1 1 1 1 1 0 3 1 1 3 2 1 5 2 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
Error: 0.437114
Pion Efficiency: 0.59396
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 174 7 5 10 4 5 7 10 8 4 0 2 3 1 5 4 1 3 1 2 4 3 4 2 2 1 2 4 2 2 1 6 1 4 8 4 4 3 3 1 3 1 2 4 1 4 1 1 2 0 1 7 6 3 1 3 2 6 3 5 5 8 2 1 0 2 3 2 3 7 1 1 2 8 1 1 3 1 2 2 3 5 4 5 3 6 4 6 4 5 6 2 6 1 3 3 7 4 5 8 4 6 4 2 5 5 6 7 5 2 5 5 5 10 9 12 9 9 6 8 13 10 8 8 5 12 21 16 13 17 18 15 20 17 14 15 10 18 13 14 17 15 13 11 21 16 16 13 14 10 15 9 14 15 14 11 8 9 11 11 9 12 13 13 17 21 8 14 9 10 14 16 12 6 17 7 14 15 15 19 11 22 7 9 12 14 7 12 12 14 16 13 7 18 14 11 19 13 16 27 19 15 16 11 18 18 19 21 18 23 15 28 35 9 28 35 18 31 33 32 30 35 45 45 54 61 66 74 91 23 0 0 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
 545 90 68 54 35 38 32 29 33 23 28 21 17 20 26 13 16 15 20 11 17 20 19 9 12 13 20 15 11 15 9 10 16 10 13 9 7 14 12 7 12 12 10 13 9 13 8 16 7 9 6 8 13 12 15 10 9 10 6 8 11 7 9 9 10 17 10 7 9 5 8 6 13 14 9 6 7 8 8 7 7 11 6 4 11 9 8 6 8 7 11 15 5 5 4 7 9 14 9 10 8 10 7 7 7 10 5 13 7 16 14 11 6 11 8 8 9 7 8 9 11 8 8 8 12 13 13 16 21 27 12 17 18 16 10 12 8 10 4 13 12 14 10 13 8 10 3 11 5 10 7 4 4 7 6 4 9 4 6 6 6 3 8 6 3 7 4 1 7 8 3 6 5 10 3 9 4 3 3 6 1 5 6 5 2 3 1 4 8 6 2 4 7 8 3 3 3 2 2 2 3 3 1 2 8 3 5 3 3 4 2 3 3 3 2 5 4 8 8 5 1 8 5 4 7 6 6 20 10 4 0 0 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: 0.427869
Pion Efficiency: 0.581647
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 93 11 12 12 2 3 4 3 4 8 6 2 1 5 3 4 5 5 1 1 2 2 6 6 3 2 1 6 1 1 1 1 3 4 2 2 3 2 1 4 8 2 5 1 3 2 5 3 5 2 1 2 1 3 2 4 4 5 2 4 5 3 6 6 2 5 7 2 1 7 2 2 1 1 5 2 6 5 4 2 3 2 3 5 4 3 5 4 3 5 5 3 5 3 8 3 2 10 5 5 8 6 7 4 4 4 4 9 5 2 7 4 5 3 3 9 3 7 5 14 4 11 10 9 9 8 9 14 13 10 6 16 7 12 10 9 26 6 11 14 10 9 12 6 15 17 9 13 14 10 13 8 11 11 9 14 12 16 14 12 15 9 10 10 8 21 17 13 17 9 12 13 6 8 13 14 10 3 21 12 15 12 15 15 14 9 16 15 24 15 10 13 17 16 20 28 18 22 25 21 25 25 26 31 25 37 22 24 25 36 18 36 26 28 22 35 26 30 25 12 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 0 0 0
Pion Histogram
 281 65 47 47 32 38 38 32 32 17 36 24 22 16 26 13 20 24 21 15 16 14 20 17 16 14 18 17 21 11 8 16 12 14 15 8 12 14 10 6 17 8 13 15 15 8 9 7 15 6 14 12 7 12 14 13 6 9 11 2 8 12 4 5 10 13 9 13 8 7 4 9 5 10 10 9 5 7 16 10 6 11 6 9 4 8 4 8 8 10 8 9 7 11 6 7 9 10 5 9 9 11 7 4 9 10 5 5 2 7 7 4 4 4 10 8 3 6 8 8 9 3 6 3 6 7 9 8 7 7 7 12 11 5 7 8 6 10 10 10 9 9 10 8 7 2 10 5 4 8 6 8 6 7 9 4 3 4 5 6 9 10 4 3 5 2 2 2 6 1 0 5 5 3 2 8 9 2 3 6 4 1 2 1 4 1 4 2 3 2 5 5 1 1 3 2 3 2 2 3 5 2 5 1 2 3 6 5 3 4 4 5 4 3 5 11 6 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.42623
Pion Efficiency: 0.565463
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 28 2 5 0 2 2 1 2 1 1 0 1 3 1 1 3 2 0 0 1 1 0 0 1 0 2 0 1 0 1 0 0 1 3 0 1 3 0 0 2 0 0 0 0 2 2 0 0 1 0 2 2 0 0 1 2 1 2 0 1 0 1 1 0 1 2 0 0 0 1 0 0 3 0 1 1 0 1 0 0 0 3 1 2 1 2 1 1 2 0 1 1 1 2 1 1 3 0 0 1 2 1 1 0 0 2 0 3 0 1 1 0 6 0 0 1 2 1 2 2 2 1 3 2 0 3 3 3 1 4 1 3 5 1 6 3 1 2 1 5 5 1 2 4 4 3 4 3 2 5 4 2 4 1 4 2 3 4 5 2 2 5 5 4 1 1 3 5 4 3 3 2 3 5 3 7 1 4 4 4 5 3 4 2 1 1 1 4 4 4 3 3 8 3 5 4 3 8 3 4 4 7 9 4 4 1 4 8 5 8 4 12 6 13 8 13 12 8 7 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 0 0 0 0
Pion Histogram
 81 13 16 15 12 11 11 7 7 4 7 6 7 9 5 4 5 2 3 6 2 2 6 2 8 2 5 4 0 3 4 4 4 2 5 3 1 2 1 2 3 0 4 3 5 0 3 2 2 3 1 2 0 2 1 3 7 0 0 2 4 2 2 1 1 1 2 2 4 4 4 0 2 3 0 2 2 3 1 2 1 1 2 3 3 0 3 2 3 1 3 1 1 2 1 3 3 0 1 0 1 0 0 2 3 4 3 2 0 3 1 1 2 1 3 3 2 2 0 1 1 0 2 2 1 2 0 4 0 4 3 4 1 2 3 2 1 2 2 4 1 1 5 0 2 1 2 0 2 3 0 1 2 2 0 1 2 2 1 0 1 1 1 1 1 2 1 0 0 1 0 1 1 0 1 2 1 1 0 0 1 0 0 3 1 1 1 2 0 0 0 1 2 0 2 2 0 1 1 1 0 1 3 1 0 1 1 1 1 1 1 1 2 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.431289
Pion Efficiency: 0.603175
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 121 13 17 12 4 5 5 5 5 9 6 3 4 6 4 7 7 5 1 2 3 2 6 7 3 4 1 7 1 2 1 1 4 7 2 3 6 2 1 6 8 2 5 1 5 4 5 3 6 2 3 4 1 3 3 6 5 7 2 5 5 4 7 6 3 7 7 2 1 8 2 2 4 1 6 3 6 6 4 2 3 5 4 7 5 5 6 5 5 5 6 4 6 5 9 4 5 10 5 6 10 7 8 4 4 6 4 12 5 3 8 4 11 3 3 10 5 8 7 16 6 12 13 11 9 11 12 17 14 14 7 19 12 13 16 12 27 8 12 19 15 10 14 10 19 20 13 16 16 15 17 10 15 12 13 16 15 20 19 14 17 14 15 14 9 22 20 18 21 12 15 15 9 13 16 21 11 7 25 16 20 15 19 17 15 10 17 19 28 19 13 16 25 19 25 32 21 30 28 25 29 32 35 35 29 38 26 32 30 44 22 48 32 41 30 48 38 38 32 13 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 0 0 0
Pion Histogram
 362 78 63 62 44 49 49 39 39 21 43 30 29 25 31 17 25 26 24 21 18 16 26 19 24 16 23 21 21 14 12 20 16 16 20 11 13 16 11 8 20 8 17 18 20 8 12 9 17 9 15 14 7 14 15 16 13 9 11 4 12 14 6 6 11 14 11 15 12 11 8 9 7 13 10 11 7 10 17 12 7 12 8 12 7 8 7 10 11 11 11 10 8 13 7 10 12 10 6 9 10 11 7 6 12 14 8 7 2 10 8 5 6 5 13 11 5 8 8 9 10 3 8 5 7 9 9 12 7 11 10 16 12 7 10 10 7 12 12 14 10 10 15 8 9 3 12 5 6 11 6 9 8 9 9 5 5 6 6 6 10 11 5 4 6 4 3 2 6 2 0 6 6 3 3 10 10 3 3 6 5 1 2 4 5 2 5 4 3 2 5 6 3 1 5 4 3 3 3 4 5 3 8 2 2 4 7 6 4 5 5 6 6 4 6 12 7 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.427247
Pion Efficiency: 0.574669
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
