==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
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 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 1 0 0 1 2 0 1 1 0 0 2 0 1 1 1 0 2 1 3 1 1 1 0 0 0 2 1 5 3 3 3 3 3 2 4 2 4 3 3 3 4 5 3 4 6 8 6 5 6 7 9 9 11 16 15 20 16 20 16 14 23 23 25 28 36 40 48 32 61 69 71 76 93 111 167 201 259 368 146 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 2 2 0 0 1 1 5 1 1 3 1 2 2 3 2 4 1 1 2 4 6 1 8 3 2 7 6 6 9 3 7 6 5 6 7 10 12 8 17 14 14 11 19 20 19 18 18 24 24 24 17 42 37 36 36 41 39 42 32 52 55 56 50 60 51 60 78 57 61 59 72 76 85 66 78 68 56 75 69 71 66 70 87 20 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.483032
Pion Efficiency: 0.649956
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 2 2 0 1 0 1 1 0 0 0 0 0 1 0 0 3 1 0 0 0 0 0 0 1 1 0 1 1 0 2 0 0 1 3 1 2 2 1 2 2 2 3 5 2 4 5 2 2 2 4 2 5 1 4 11 7 7 3 9 13 11 7 21 26 27 32 29 48 67 103 40 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 1 0 1 0 2 0 0 0 1 0 0 0 0 2 1 1 1 2 1 0 1 0 2 1 1 3 2 2 3 2 8 3 4 6 5 4 3 9 6 4 11 4 7 13 10 9 12 16 10 9 16 15 20 10 16 14 11 19 21 21 13 19 16 26 18 17 14 21 15 16 21 23 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.485689
Pion Efficiency: 0.736014
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 0 0 0 0 0 0 0 0 0 0 2 0 2 1 0 0 1 0 0 1 3 0 1 1 2 2 2 1 1 2 2 0 2 1 3 1 2 1 0 3 1 2 1 5 3 3 3 4 4 2 5 3 4 5 3 3 5 8 4 6 8 9 8 7 8 10 14 11 15 21 17 22 18 24 18 19 24 27 36 35 43 43 57 45 72 76 92 102 120 143 196 249 326 471 186 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 2 2 1 0 1 1 5 1 1 4 2 3 2 4 2 6 1 1 2 5 6 1 8 3 4 8 7 7 11 4 7 7 5 8 8 11 15 10 19 17 16 19 22 24 25 23 22 27 33 30 21 53 41 43 49 51 48 54 48 62 64 72 65 80 61 76 92 68 80 80 93 89 104 82 104 86 73 89 90 86 82 91 110 24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.483565
Pion Efficiency: 0.65492
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
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 0 0 0 0 0 0 151 22 9 11 15 7 11 8 7 4 3 4 5 1 7 5 4 2 4 2 8 3 4 2 2 2 5 5 1 5 2 4 6 5 3 7 4 2 5 4 4 2 2 4 2 3 5 2 0 2 1 6 1 4 1 3 2 2 3 7 5 5 5 7 3 2 8 4 4 2 3 2 9 2 6 5 7 7 6 6 7 6 2 4 9 5 6 10 5 11 10 4 14 2 12 10 13 5 8 9 9 13 16 6 13 15 13 10 13 5 15 15 10 18 24 35 29 19 13 18 16 15 15 10 13 17 5 10 10 11 9 12 8 14 5 11 11 11 6 16 7 16 7 14 9 11 17 10 11 12 12 13 7 14 5 16 16 12 16 19 14 20 21 22 25 27 24 25 38 49 45 53 46 55 61 91 66 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 645 144 57 65 48 26 30 16 26 22 31 13 20 19 11 13 16 15 10 17 12 9 11 11 17 15 7 8 14 1 14 4 11 13 13 5 8 11 11 5 7 5 8 8 5 6 6 10 10 8 10 8 3 7 5 10 6 6 4 12 2 2 4 2 4 9 3 6 5 10 8 6 7 6 12 7 13 7 9 6 6 4 9 10 7 6 10 6 6 5 1 3 11 6 6 12 3 7 5 14 9 5 10 5 14 11 8 5 8 8 9 10 7 9 15 28 11 11 9 13 5 6 5 2 6 6 3 5 4 2 5 2 2 2 4 6 1 2 3 2 4 4 4 1 1 3 1 2 2 4 6 5 2 5 5 3 2 2 3 3 4 12 5 4 4 7 6 4 6 4 8 9 7 10 8 9 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 0 0 0 0 0
Error: 0.422378
Pion Efficiency: 0.585208
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 0 0 0 0 0 0 43 9 4 1 3 5 0 1 1 3 1 3 1 0 1 1 0 0 1 1 0 0 1 1 1 1 1 0 1 0 1 1 0 0 3 0 0 1 3 2 0 0 0 0 0 1 0 0 0 0 1 0 1 1 0 1 0 2 0 0 4 0 1 1 1 3 0 1 2 0 1 1 2 0 2 0 3 0 1 2 1 1 1 1 3 2 2 1 1 1 2 2 5 1 2 1 1 4 1 4 3 3 1 2 1 1 2 4 5 0 2 5 6 4 6 8 5 11 3 4 0 3 7 1 3 3 3 2 3 2 3 4 7 2 5 4 1 2 3 0 3 4 3 2 3 4 1 3 2 3 4 2 3 4 5 7 4 4 1 5 4 5 4 4 5 5 8 4 8 9 13 14 18 23 19 15 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 140 32 21 12 9 10 7 3 6 7 5 6 2 3 4 5 3 4 7 0 3 3 3 1 2 1 3 2 2 3 0 2 1 2 3 1 1 3 0 1 4 2 2 1 3 3 2 5 3 2 1 2 3 1 1 1 2 1 4 3 1 3 1 2 2 1 2 1 0 2 1 0 1 0 1 0 1 1 2 0 5 1 1 1 3 0 1 1 2 1 2 2 3 1 5 2 2 5 2 0 3 4 2 2 3 1 4 2 3 2 1 5 1 6 4 5 1 1 2 0 3 1 1 0 0 0 0 3 2 5 3 0 1 1 1 0 1 0 0 1 0 2 2 0 1 1 0 1 0 1 1 0 0 1 0 0 0 1 2 3 2 2 3 1 1 1 2 3 2 2 1 1 1 0 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.427135
Pion Efficiency: 0.651625
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 0 0 0 0 0 0 194 31 13 12 18 12 11 9 8 7 4 7 6 1 8 6 4 2 5 3 8 3 5 3 3 3 6 5 2 5 3 5 6 5 6 7 4 3 8 6 4 2 2 4 2 4 5 2 0 2 2 6 2 5 1 4 2 4 3 7 9 5 6 8 4 5 8 5 6 2 4 3 11 2 8 5 10 7 7 8 8 7 3 5 12 7 8 11 6 12 12 6 19 3 14 11 14 9 9 13 12 16 17 8 14 16 15 14 18 5 17 20 16 22 30 43 34 30 16 22 16 18 22 11 16 20 8 12 13 13 12 16 15 16 10 15 12 13 9 16 10 20 10 16 12 15 18 13 13 15 16 15 10 18 10 23 20 16 17 24 18 25 25 26 30 32 32 29 46 58 58 67 64 78 80 106 98 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 785 176 78 77 57 36 37 19 32 29 36 19 22 22 15 18 19 19 17 17 15 12 14 12 19 16 10 10 16 4 14 6 12 15 16 6 9 14 11 6 11 7 10 9 8 9 8 15 13 10 11 10 6 8 6 11 8 7 8 15 3 5 5 4 6 10 5 7 5 12 9 6 8 6 13 7 14 8 11 6 11 5 10 11 10 6 11 7 8 6 3 5 14 7 11 14 5 12 7 14 12 9 12 7 17 12 12 7 11 10 10 15 8 15 19 33 12 12 11 13 8 7 6 2 6 6 3 8 6 7 8 2 3 3 5 6 2 2 3 3 4 6 6 1 2 4 1 3 2 5 7 5 2 6 5 3 2 3 5 6 6 14 8 5 5 8 8 7 8 6 9 10 8 10 10 12 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.423334
Pion Efficiency: 0.590719
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
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 48 7 10 4 6 5 5 4 5 3 3 2 6 5 0 6 2 3 2 1 1 0 2 0 1 2 3 4 5 5 4 2 1 2 2 3 2 2 3 1 3 4 3 2 3 3 4 1 1 4 3 4 2 4 4 5 2 4 2 3 1 4 3 4 5 3 5 4 5 5 1 2 2 12 5 5 3 5 3 2 3 7 7 6 10 6 9 9 5 6 4 1 7 5 10 3 8 3 5 3 4 3 6 4 7 10 7 9 7 5 9 5 3 5 12 5 10 9 6 8 6 10 13 12 7 10 10 22 23 1 3 3 5 4 5 6 10 2 8 5 6 10 6 4 3 9 7 13 4 9 11 9 4 12 9 13 8 9 8 13 15 8 17 17 12 12 13 17 16 12 13 14 14 21 14 27 24 19 21 22 34 37 50 64 74 108 155 390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 322 86 51 54 35 26 35 21 25 24 26 21 10 23 11 11 14 17 16 12 13 18 13 20 10 9 14 12 13 10 4 15 17 14 18 11 17 16 7 8 12 9 7 8 12 11 9 12 9 10 9 5 16 11 8 13 9 13 10 12 9 13 4 11 10 4 13 10 7 12 11 9 6 14 4 8 3 13 9 10 9 7 11 12 5 9 9 7 9 9 10 6 10 5 9 8 7 14 9 10 5 5 5 8 6 6 10 8 4 6 2 8 3 5 12 5 6 12 7 8 6 7 10 6 7 7 6 7 10 6 6 2 2 5 4 9 3 5 5 4 9 5 6 9 6 4 2 3 5 6 2 4 6 3 2 10 8 2 4 4 7 11 6 4 5 7 8 9 2 5 6 5 5 7 10 12 5 8 9 13 9 8 16 13 13 19 20 55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.412871
Pion Efficiency: 0.46224
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 8 5 2 0 1 0 2 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 2 1 1 3 0 0 0 0 0 2 3 0 0 0 2 0 0 3 2 3 0 3 2 1 0 0 3 3 3 0 1 1 0 2 1 0 2 1 0 2 2 0 1 5 0 1 2 3 2 0 1 0 3 3 2 1 1 0 3 2 2 6 4 5 1 2 0 1 1 4 2 4 2 4 1 0 1 1 0 1 2 0 0 2 3 1 2 4 1 2 2 3 3 1 2 4 1 6 3 1 3 0 2 0 1 3 2 1 0 2 0 4 1 3 3 1 5 0 1 2 1 0 2 4 3 7 3 2 0 1 1 2 0 4 1 5 3 3 6 4 1 5 2 2 5 11 5 4 6 6 3 10 6 12 7 13 12 15 11 23 37 80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 85 18 13 13 4 2 8 6 4 7 5 7 7 3 1 2 5 3 6 6 4 2 2 0 2 5 5 4 5 1 1 4 4 0 0 1 2 2 2 5 2 4 7 0 7 3 0 3 2 2 4 1 3 5 0 4 3 1 0 1 4 1 2 2 2 5 2 2 1 3 2 1 1 1 1 2 4 2 5 3 4 3 3 2 3 3 1 1 4 2 2 1 2 4 1 1 2 2 3 1 3 1 2 1 2 2 0 1 3 2 3 0 1 1 2 2 1 2 0 4 0 0 1 1 3 1 3 0 6 1 2 3 2 1 0 1 0 1 1 0 0 2 1 1 0 2 2 1 2 2 3 3 0 0 0 2 0 2 5 0 1 1 0 1 1 2 1 3 4 1 0 2 0 1 5 1 0 0 3 3 1 3 4 10 3 7 2 15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.42239
Pion Efficiency: 0.476868
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 56 12 12 4 7 5 7 4 5 3 3 2 6 6 1 6 3 3 2 1 2 0 2 0 1 2 5 5 6 8 4 2 1 2 2 5 5 2 3 1 5 4 3 5 5 6 4 4 3 5 3 4 5 7 7 5 3 5 2 5 2 4 5 5 5 5 7 4 6 10 1 3 4 15 7 5 4 5 6 5 5 8 8 6 13 8 11 15 9 11 5 3 7 6 11 7 10 7 7 7 5 3 7 5 7 11 9 9 7 7 12 6 5 9 13 7 12 12 9 9 8 14 14 18 10 11 13 22 25 1 4 6 7 5 5 8 10 6 9 8 9 11 11 4 4 11 8 13 6 13 14 16 7 14 9 14 9 11 8 17 16 13 20 20 18 16 14 22 18 14 18 25 19 25 20 33 27 29 27 34 41 50 62 79 85 131 192 470 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 407 104 64 67 39 28 43 27 29 31 31 28 17 26 12 13 19 20 22 18 17 20 15 20 12 14 19 16 18 11 5 19 21 14 18 12 19 18 9 13 14 13 14 8 19 14 9 15 11 12 13 6 19 16 8 17 12 14 10 13 13 14 6 13 12 9 15 12 8 15 13 10 7 15 5 10 7 15 14 13 13 10 14 14 8 12 10 8 13 11 12 7 12 9 10 9 9 16 12 11 8 6 7 9 8 8 10 9 7 8 5 8 4 6 14 7 7 14 7 12 6 7 11 7 10 8 9 7 16 7 8 5 4 6 4 10 3 6 6 4 9 7 7 10 6 6 4 4 7 8 5 7 6 3 2 12 8 4 9 4 8 12 6 5 6 9 9 12 6 6 6 7 5 8 15 13 5 8 12 16 10 11 20 23 16 26 22 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.414793
Pion Efficiency: 0.463364
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 1 0 1 1 0 1 1 2 0 1 2 2 4 2 4 8 2 9 7 5 5 5 6 6 9 6 8 5 8 1 7 5 3 12 8 9 4 9 3 3 12 7 4 9 3 3 6 6 0 10 5 3 5 3 6 4 8 7 3 4 5 4 2 6 6 5 4 6 3 7 2 3 5 7 4 5 5 4 6 7 2 4 5 4 3 6 2 3 6 5 2 1 9 1 3 4 2 2 7 7 8 10 5 3 9 7 6 8 4 4 5 10 2 7 3 9 8 12 6 9 15 9 10 19 28 90 43 3 2 5 2 7 5 2 1 7 3 6 5 6 5 4 6 6 5 8 4 8 10 2 5 8 6 7 6 8 3 4 4 4 3 9 7 8 9 8 7 12 12 10 7 10 8 12 15 8 10 16 7 9 14 11 12 17 9 13 9 14 13 11 21 33 21 21 17 33 28 43 25 40 57 68 88 141 203 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 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 8 8 19 13 22 24 35 27 36 35 33 39 49 64 57 64 59 42 44 29 48 35 41 32 29 28 34 24 32 31 31 21 19 20 21 28 24 22 19 25 25 23 17 15 12 10 16 12 4 11 9 12 9 9 7 9 8 5 5 7 11 3 4 3 7 4 10 7 8 8 4 11 6 6 7 6 8 6 5 2 6 5 4 4 4 4 3 2 2 7 4 3 5 10 9 5 4 5 5 5 11 6 6 2 4 2 4 9 1 2 1 7 7 3 8 5 8 5 3 8 8 13 10 24 17 73 24 2 4 5 4 2 2 4 3 2 5 5 2 2 4 3 2 2 1 0 5 0 0 4 1 3 3 4 5 0 3 1 3 3 3 2 6 2 2 3 5 5 4 0 6 5 2 2 1 2 5 4 2 3 2 2 4 1 6 3 4 4 3 6 2 4 6 5 3 8 7 4 7 8 4 11 14 22 29 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.410751
Pion Efficiency: 0.405616
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 1 1 0 2 0 0 0 0 0 0 1 0 0 1 1 3 7 4 3 3 0 0 2 5 2 1 4 0 0 2 1 4 4 1 2 1 5 3 2 1 1 2 0 3 1 0 0 1 0 2 0 0 0 2 0 2 1 1 2 1 5 1 0 1 1 1 2 0 3 2 1 2 1 0 3 2 1 2 2 1 3 1 1 1 1 0 2 0 3 1 1 0 1 1 0 2 0 2 1 1 1 0 0 1 0 1 3 0 0 0 0 1 0 1 1 4 3 2 1 6 3 0 5 5 13 30 7 1 2 3 3 0 0 2 2 2 1 4 0 1 2 3 1 0 2 1 1 2 2 3 1 0 0 1 0 0 1 1 3 1 1 1 0 3 1 1 3 2 1 4 0 4 2 1 3 1 3 4 2 4 4 0 3 1 1 5 5 5 5 0 6 4 10 7 9 7 8 4 5 12 12 19 29 42 41 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 3 1 5 3 6 8 6 4 13 8 5 11 11 10 9 20 16 11 8 11 9 9 6 9 6 6 5 6 9 5 9 4 7 5 4 3 4 5 7 2 6 3 3 3 3 2 5 4 2 1 4 3 4 1 2 0 0 3 0 0 3 2 0 2 2 2 3 2 2 0 0 2 0 1 0 4 1 2 1 0 6 0 1 1 5 0 3 0 0 2 0 0 3 1 1 3 1 3 2 2 0 3 0 2 1 1 1 1 2 0 2 1 2 1 1 1 0 1 0 3 1 4 2 2 6 20 8 1 1 0 0 2 0 1 0 0 3 2 0 0 0 1 0 1 1 0 2 0 0 0 0 0 1 2 0 0 0 0 1 1 0 3 0 1 0 1 0 2 0 1 0 1 0 1 0 0 0 0 0 2 2 1 0 1 1 2 0 2 0 1 0 0 2 1 4 1 1 2 3 1 2 5 5 2 13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.433985
Pion Efficiency: 0.508167
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 2 1 1 3 0 1 1 2 0 1 3 2 4 3 5 11 9 13 10 8 5 5 8 11 11 7 12 5 8 3 8 9 7 13 10 10 9 12 5 4 13 9 4 12 4 3 6 7 0 12 5 3 5 5 6 6 9 8 5 5 10 5 2 7 7 6 6 6 6 9 3 5 6 7 7 7 6 6 8 8 5 5 6 5 4 6 4 3 9 6 3 1 10 2 3 6 2 4 8 8 9 10 5 4 9 8 9 8 4 4 5 11 2 8 4 13 11 14 7 15 18 9 15 24 41 120 50 4 4 8 5 7 5 4 3 9 4 10 5 7 7 7 7 6 7 9 5 10 12 5 6 8 6 8 6 8 4 5 7 5 4 10 7 11 10 9 10 14 13 14 7 14 10 13 18 9 13 20 9 13 18 11 15 18 10 18 14 19 18 11 27 37 31 28 26 40 36 47 30 52 69 87 117 183 244 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 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
Pion Histogram
 3 11 9 24 16 28 32 41 31 49 43 38 50 60 74 66 84 75 53 52 40 57 44 47 41 35 34 39 30 41 36 40 25 26 25 25 31 28 27 26 27 31 26 20 18 15 12 21 16 6 12 13 15 13 10 9 9 8 8 5 7 14 5 4 5 9 6 13 9 10 8 4 13 6 7 7 10 9 8 6 2 12 5 5 5 9 4 6 2 2 9 4 3 8 11 10 8 5 8 7 7 11 9 6 4 5 3 5 10 3 2 3 8 9 4 9 6 8 6 3 11 9 17 12 26 23 93 32 3 5 5 4 4 2 5 3 2 8 7 2 2 4 4 2 3 2 0 7 0 0 4 1 3 4 6 5 0 3 1 4 4 3 5 6 3 2 4 5 7 4 1 6 6 2 3 1 2 5 4 2 5 4 3 4 2 7 5 4 6 3 7 2 4 8 6 7 9 8 6 10 9 6 16 19 24 42 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.415503
Pion Efficiency: 0.427774
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
