==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 1 0 1 0 1 2 0 2 1 1 2 1 1 0 0 0 3 2 1 1 3 3 3 1 2 2 0 0 3 4 3 1 4 2 2 3 2 1 4 1 3 3 5 6 1 3 4 5 2 3 5 4 5 6 5 5 8 7 5 12 7 14 8 6 8 19 5 16 15 13 14 9 21 10 16 21 21 22 26 24 23 24 25 33 37 35 26 33 40 46 38 50 54 69 74 73 74 90 106 124 124 145 199 126 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 2 2 1 1 1 3 2 0 4 0 1 5 4 4 2 4 2 4 6 4 6 6 6 8 9 7 5 7 5 3 3 7 9 11 12 12 15 15 13 15 16 25 9 18 13 20 15 21 19 21 20 25 15 31 29 24 28 22 32 30 32 25 27 28 36 31 34 26 37 34 38 42 40 41 40 53 45 35 33 47 34 26 33 44 47 43 32 43 37 41 39 29 42 37 36 26 28 42 36 27 34 25 34 49 33 31 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.477224
Pion Efficiency: 0.622405
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 1 0 0 0 0 0 0 0 2 0 0 1 0 1 0 0 2 0 0 0 0 1 0 0 0 0 0 0 2 1 1 1 1 0 1 0 0 0 0 0 2 5 0 3 1 3 2 2 1 0 1 2 2 0 2 2 2 4 3 2 2 3 3 4 6 6 4 3 0 5 4 3 5 3 7 4 3 6 7 6 9 4 7 4 5 6 5 4 12 11 7 15 15 19 16 18 21 20 27 32 23 25 33 42 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 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 1 0 0 1 2 0 0 0 1 0 0 1 1 0 0 0 2 0 1 1 1 4 1 1 1 2 2 0 0 2 1 0 2 0 3 2 2 0 5 1 3 3 3 4 6 7 7 8 3 6 2 7 7 3 3 10 6 8 8 4 8 6 8 8 7 11 10 10 10 5 9 10 8 8 12 6 6 15 7 6 12 6 11 14 10 13 13 10 10 12 6 12 7 8 11 11 10 3 5 10 5 6 10 14 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.487816
Pion Efficiency: 0.716606
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 1 0 1 0 1 2 0 4 1 1 3 1 2 0 0 2 3 2 1 1 4 3 3 1 2 2 0 2 4 5 4 2 4 3 2 3 2 1 4 3 8 3 8 7 4 5 6 6 2 4 7 6 5 8 7 7 12 10 7 14 10 17 12 12 14 23 8 16 20 17 17 14 24 17 20 24 27 29 32 33 27 31 29 38 43 40 30 45 51 53 53 65 73 85 92 94 94 117 138 147 149 178 241 164 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 2 3 1 1 2 5 2 0 4 1 1 5 5 5 2 4 2 6 6 5 7 7 10 9 10 8 7 9 5 3 5 8 9 13 12 15 17 17 13 20 17 28 12 21 17 26 22 28 27 24 26 27 22 38 32 27 38 28 40 38 36 33 33 36 44 38 45 36 47 44 43 51 50 49 48 65 51 41 48 54 40 38 39 55 61 53 45 56 47 51 51 35 54 44 44 37 39 52 39 32 44 30 40 59 47 37 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.479361
Pion Efficiency: 0.655618
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 0 4 5 1 2 1 6 3 2 1 0 0 2 4 2 0 3 3 2 3 4 6 0 4 2 3 2 1 1 4 4 2 0 6 3 1 3 6 1 4 1 0 6 3 3 3 4 5 2 6 2 4 8 4 4 2 2 7 6 2 8 1 4 3 4 4 7 3 3 4 2 6 5 1 2 2 3 5 2 4 0 6 6 2 1 4 7 3 6 2 9 8 7 1 5 8 3 5 5 5 1 2 5 4 7 4 8 4 7 5 16 10 11 9 11 7 8 12 12 10 12 22 19 25 29 16 6 6 2 9 2 7 10 2 4 5 4 8 10 3 7 8 5 2 11 6 7 6 13 3 8 6 8 16 7 4 11 11 9 15 5 7 8 11 12 9 1 10 9 8 5 6 5 3 14 6 8 9 11 7 11 14 10 7 15 4 13 11 9 10 24 12 9 17 13 16 22 16 22 22 22 24 20 29 24 26 23 34 40 29 40 33 40 53 52 64 84 134 70 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 109 55 53 34 38 33 27 17 21 27 19 17 12 22 25 17 20 15 24 24 15 20 17 11 13 19 19 9 18 16 10 9 16 11 16 13 16 15 21 11 9 7 16 20 19 13 6 14 9 12 7 15 8 14 10 16 15 21 12 12 9 7 18 12 8 4 15 13 4 5 12 10 14 12 16 9 11 4 14 7 11 10 13 12 10 9 14 14 17 6 6 5 10 6 7 7 15 7 11 9 9 2 5 9 13 10 11 11 9 11 3 17 4 7 13 9 8 14 12 7 15 20 17 17 13 11 14 7 1 3 6 5 2 3 3 4 0 7 4 5 4 7 3 7 3 0 1 1 5 3 8 3 3 9 3 3 6 4 8 5 5 3 3 0 3 2 10 3 2 2 5 4 2 6 2 2 11 5 3 5 4 3 4 2 6 7 1 4 7 3 8 2 5 1 2 8 5 5 6 5 4 5 6 8 6 5 5 6 9 7 5 7 5 5 5 7 12 10 18 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
Error: 0.407653
Pion Efficiency: 0.457428
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 1 1 1 0 0 0 1 0 0 1 0 1 0 1 1 1 2 0 3 1 0 1 0 0 0 0 0 3 0 2 0 1 2 1 3 1 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 2 0 0 2 2 0 2 0 1 0 0 0 0 1 2 2 0 0 2 2 1 2 0 0 1 0 2 2 3 1 3 1 1 1 2 1 2 2 2 0 0 4 1 2 1 0 2 0 1 2 3 2 1 0 1 3 4 3 3 2 2 2 1 3 4 0 2 4 2 6 5 4 4 10 8 3 2 3 0 0 0 2 0 3 4 0 2 1 5 1 1 2 2 2 1 2 1 3 1 2 2 1 0 4 3 2 1 2 1 2 3 4 3 2 1 1 0 2 2 2 3 2 4 3 1 3 4 1 0 5 1 7 2 6 1 2 3 2 3 1 1 5 4 5 5 6 3 4 9 3 6 3 5 10 7 2 6 13 9 9 9 20 9 6 14 20 30 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
Pion Histogram
 16 12 11 10 8 8 4 5 11 10 7 2 9 4 6 7 6 2 7 2 8 7 4 1 6 5 2 2 2 6 2 3 4 2 2 5 2 1 2 2 4 4 2 3 2 5 4 1 2 5 2 5 5 8 2 4 3 1 3 1 3 2 1 4 3 5 5 5 1 3 1 1 2 3 1 3 0 2 2 3 3 4 2 2 1 1 4 3 2 3 6 4 3 1 1 4 1 1 0 2 5 2 3 1 1 4 0 2 3 2 2 2 3 1 3 3 5 3 4 3 2 3 3 3 3 4 2 1 3 1 1 1 3 2 1 1 1 1 0 0 0 1 1 0 1 1 2 0 1 1 0 1 1 0 1 2 2 0 0 0 0 1 2 0 1 3 0 1 1 1 0 0 1 0 1 1 1 0 0 2 1 0 0 6 3 0 2 4 1 1 1 2 2 0 0 1 0 0 3 2 2 1 0 2 3 0 1 2 4 2 0 2 1 3 3 2 3 3 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 0 0 0
Error: 0.417043
Pion Efficiency: 0.443262
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 7 1 5 6 1 2 1 7 3 2 2 0 1 2 5 3 1 5 3 5 4 4 7 0 4 2 3 2 4 1 6 4 3 2 7 6 2 4 7 2 4 1 1 6 4 3 3 4 6 2 6 3 6 8 4 6 4 2 9 6 3 8 1 4 3 5 6 9 3 3 6 4 7 7 1 2 3 3 7 4 7 1 9 7 3 2 6 8 5 8 4 9 8 11 2 7 9 3 7 5 6 3 5 7 5 7 5 11 8 10 8 18 12 13 10 14 11 8 14 16 12 18 27 23 29 39 24 9 8 5 9 2 7 12 2 7 9 4 10 11 8 8 9 7 4 13 7 9 7 16 4 10 8 9 16 11 7 13 12 11 16 7 10 12 14 14 10 2 10 11 10 7 9 7 7 17 7 11 13 12 7 16 15 17 9 21 5 15 14 11 13 25 13 14 21 18 21 28 19 26 31 25 30 23 34 34 33 25 40 53 38 49 42 60 62 58 78 104 164 83 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 125 67 64 44 46 41 31 22 32 37 26 19 21 26 31 24 26 17 31 26 23 27 21 12 19 24 21 11 20 22 12 12 20 13 18 18 18 16 23 13 13 11 18 23 21 18 10 15 11 17 9 20 13 22 12 20 18 22 15 13 12 9 19 16 11 9 20 18 5 8 13 11 16 15 17 12 11 6 16 10 14 14 15 14 11 10 18 17 19 9 12 9 13 7 8 11 16 8 11 11 14 4 8 10 14 14 11 13 12 13 5 19 7 8 16 12 13 17 16 10 17 23 20 20 16 15 16 8 4 4 7 6 5 5 4 5 1 8 4 5 4 8 4 7 4 1 3 1 6 4 8 4 4 9 4 5 8 4 8 5 5 4 5 0 4 5 10 4 3 3 5 4 3 6 3 3 12 5 3 7 5 3 4 8 9 7 3 8 8 4 9 4 7 1 2 9 5 5 9 7 6 6 6 10 9 5 6 8 13 9 5 9 6 8 8 9 15 13 20 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
Error: 0.409548
Pion Efficiency: 0.453245
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 8 2 4 2 3 0 3 0 7 4 1 0 1 5 6 2 2 1 7 3 3 0 2 6 4 5 0 3 2 3 4 2 1 0 8 2 5 7 2 2 5 2 4 6 2 4 2 2 4 3 5 4 1 3 3 5 2 3 3 8 3 8 1 2 0 5 6 4 7 3 6 5 5 6 3 4 3 9 3 2 3 2 3 4 5 4 6 2 9 2 7 7 2 3 5 8 6 4 3 7 6 7 4 3 4 13 4 10 3 11 4 6 6 8 10 14 3 6 8 3 7 7 6 10 8 11 9 9 8 15 11 9 9 13 11 8 10 10 7 12 10 11 10 7 12 8 8 8 18 8 10 8 9 13 11 13 10 12 8 9 14 15 11 12 16 15 6 9 6 12 10 14 13 4 13 17 11 17 20 8 10 15 19 11 18 22 21 16 23 20 17 18 15 21 23 20 35 24 24 35 23 26 35 35 36 55 49 55 65 58 54 69 62 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 21 71 57 60 50 59 47 30 44 29 41 28 31 24 20 31 22 15 14 23 17 18 28 16 18 18 16 14 31 16 15 15 9 18 21 18 11 18 10 24 13 10 8 11 9 8 6 7 11 11 10 11 9 4 7 8 7 14 14 14 11 11 4 10 9 8 11 8 7 10 7 9 10 10 8 11 14 4 4 11 8 9 9 7 8 7 7 6 6 8 9 3 10 9 11 7 5 9 8 10 10 11 10 8 8 6 6 7 7 8 8 8 4 3 9 11 7 5 7 12 7 8 5 5 7 5 5 5 7 3 12 5 2 6 6 5 5 9 7 4 5 9 6 8 3 3 5 3 4 6 4 6 7 9 4 4 4 6 4 10 7 7 5 7 6 5 4 7 5 7 7 6 3 5 6 2 4 3 4 6 5 8 2 5 3 2 8 4 4 8 6 5 3 3 2 8 3 7 1 5 7 3 7 4 8 5 2 4 11 4 4 9 5 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.403502
Pion Efficiency: 0.431233
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 3 1 3 0 0 1 4 0 1 3 1 1 4 1 3 3 2 0 0 0 0 0 0 1 0 2 1 3 0 0 0 1 0 0 1 1 0 1 2 1 1 1 1 2 0 0 0 0 0 0 0 1 0 0 1 1 1 2 0 1 1 0 0 2 0 1 0 2 2 3 0 0 0 1 1 1 1 0 0 2 0 1 0 4 1 4 0 2 0 1 0 1 1 2 3 2 1 3 1 1 2 3 1 1 1 1 0 2 5 1 4 3 0 3 0 1 1 3 2 1 3 1 1 3 1 0 3 2 1 2 3 1 3 0 1 2 3 0 3 2 2 3 3 0 3 2 6 4 2 5 5 1 2 2 0 2 0 3 3 2 3 0 2 4 7 3 3 1 2 7 1 6 3 3 1 1 5 3 1 5 8 2 3 2 1 3 2 4 2 3 2 4 3 2 6 4 2 4 2 6 6 7 7 6 6 11 16 18 9 13 19 15 17 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 7 15 17 19 18 11 11 11 7 9 10 7 9 7 9 5 4 8 9 4 5 7 5 5 0 8 2 2 6 2 2 4 1 2 7 4 3 5 1 2 3 4 4 6 5 1 3 2 9 0 2 6 2 1 4 1 4 5 6 1 3 2 4 2 2 2 3 1 4 1 1 6 3 4 2 2 1 3 1 1 1 6 1 1 1 2 1 4 5 2 3 1 3 3 0 4 1 5 2 2 0 2 2 1 1 2 1 2 2 1 1 3 0 6 0 1 3 1 1 2 0 2 3 1 5 2 3 1 4 2 1 1 1 2 2 1 3 3 0 4 1 1 2 1 0 1 4 0 4 1 0 2 1 0 2 0 3 1 1 1 1 0 2 2 2 1 0 1 3 2 2 1 1 2 1 1 0 2 2 2 0 2 4 0 2 1 0 1 3 1 2 1 0 0 4 0 4 1 5 0 1 1 0 2 1 1 0 1 2 3 2 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.417786
Pion Efficiency: 0.485294
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 11 3 7 2 3 1 7 0 8 7 2 1 5 6 9 5 4 1 7 3 3 0 2 7 4 7 1 6 2 3 4 3 1 0 9 3 5 8 4 3 6 3 5 8 2 4 2 2 4 3 5 5 1 3 4 6 3 5 3 9 4 8 1 4 0 6 6 6 9 6 6 5 5 7 4 5 4 9 3 4 3 3 3 8 6 8 6 4 9 3 7 8 3 5 8 10 7 7 4 8 8 10 5 4 5 14 4 12 8 12 8 9 6 11 10 15 4 9 10 4 10 8 7 13 9 11 12 11 9 17 14 10 12 13 12 10 13 10 10 14 12 14 13 7 15 10 14 12 20 13 15 9 11 15 11 15 10 15 11 11 17 15 13 16 23 18 9 10 8 19 11 20 16 7 14 18 16 20 21 13 18 17 22 13 19 25 23 20 25 23 19 22 18 23 29 24 37 28 26 41 29 33 42 41 42 66 65 73 74 71 73 84 79 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 28 86 74 79 68 70 58 41 51 38 51 35 40 31 29 36 26 23 23 27 22 25 33 21 18 26 18 16 37 18 17 19 10 20 28 22 14 23 11 26 16 14 12 17 14 9 9 9 20 11 12 17 11 5 11 9 11 19 20 15 14 13 8 12 11 10 14 9 11 11 8 15 13 14 10 13 15 7 5 12 9 15 10 8 9 9 8 10 11 10 12 4 13 12 11 11 6 14 10 12 10 13 12 9 9 8 7 9 9 9 9 11 4 9 9 12 10 6 8 14 7 10 8 6 12 7 8 6 11 5 13 6 3 8 8 6 8 12 7 8 6 10 8 9 3 4 9 3 8 7 4 8 8 9 6 4 7 7 5 11 8 7 7 9 8 6 4 8 8 9 9 7 4 7 7 3 4 5 6 8 5 10 6 5 5 3 8 5 7 9 8 6 3 3 6 8 7 8 6 5 8 4 7 6 9 6 2 5 13 7 6 10 8 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.406399
Pion Efficiency: 0.437195
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 1 6 4 2 2 4 1 4 6 2 2 0 3 1 3 1 4 1 0 1 3 0 4 3 2 4 2 5 2 1 3 3 1 4 2 0 3 5 3 1 2 3 3 2 2 5 1 5 1 4 6 3 4 2 1 7 2 6 4 4 4 7 3 2 3 6 4 2 0 6 2 3 2 2 2 5 9 9 9 4 7 5 6 2 9 6 5 5 5 5 8 5 6 4 7 6 14 8 5 9 9 7 10 5 8 9 5 13 10 8 13 12 14 12 8 11 11 6 13 14 12 13 8 9 10 7 7 9 7 3 9 4 13 10 10 5 11 3 8 7 10 7 8 5 11 10 7 6 2 8 5 5 6 8 7 6 7 9 8 7 7 2 5 6 14 4 6 7 6 8 6 9 8 14 9 6 9 8 9 6 7 9 4 8 6 10 9 10 10 10 13 10 16 8 12 12 10 8 10 19 11 12 13 14 12 17 20 11 10 21 16 16 9 23 26 30 36 23 19 24 28 23 29 35 36 27 45 40 45 54 60 76 53 10 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 26 89 104 65 47 46 48 43 34 33 24 30 31 16 18 14 17 22 21 19 22 14 16 16 8 15 11 10 8 9 9 9 13 17 12 5 12 14 12 7 10 9 9 11 6 6 11 5 17 16 14 9 10 14 9 6 6 10 11 6 10 10 11 9 11 19 22 14 12 7 8 11 9 9 7 10 18 11 10 15 11 9 13 9 7 10 15 11 12 9 12 9 13 8 12 12 10 6 10 9 3 11 14 10 8 4 9 7 8 8 15 10 14 14 6 5 14 17 8 6 10 15 11 9 10 3 8 10 7 4 3 4 5 4 4 6 3 5 0 2 5 3 7 4 4 3 0 7 4 2 1 4 1 9 1 5 2 5 6 1 1 4 3 5 5 2 3 8 3 3 2 4 8 6 5 2 6 2 6 3 2 5 1 1 6 5 4 6 1 5 4 4 3 1 3 1 3 5 5 4 2 1 2 4 1 5 1 4 3 4 3 4 2 2 3 3 6 3 3 4 5 3 4 0 6 6 3 4 10 2 9 5 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.399794
Pion Efficiency: 0.408414
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 1 2 0 1 1 0 1 1 0 1 1 1 0 0 0 2 0 0 3 0 1 2 2 1 1 0 1 0 0 1 1 0 1 1 1 1 0 0 1 0 1 2 1 3 4 2 1 0 1 0 1 0 2 1 0 0 1 0 0 3 0 0 0 0 1 0 0 1 3 0 2 0 1 1 1 1 3 3 2 0 1 0 5 0 0 1 1 0 1 4 3 0 2 1 3 2 2 1 3 2 1 2 2 1 0 2 2 1 2 1 3 2 4 1 1 2 1 5 3 1 5 0 1 3 3 6 3 2 1 4 1 3 1 1 1 1 3 2 2 2 1 0 0 5 2 0 5 1 1 3 2 1 1 3 1 2 1 2 4 2 1 1 3 1 3 3 3 3 2 3 0 1 7 4 3 1 2 4 4 1 2 1 1 1 1 2 1 0 2 3 0 5 3 3 4 1 2 1 3 1 2 6 2 2 5 8 3 2 4 5 3 5 2 2 6 4 3 7 5 11 3 7 6 10 10 10 12 10 15 10 12 17 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 7 16 18 20 15 10 6 13 10 7 6 6 9 3 7 4 4 2 2 5 2 3 3 1 5 6 6 6 5 4 1 3 4 1 2 4 1 3 3 2 2 4 2 4 9 1 1 4 1 2 5 4 3 4 3 2 10 3 1 3 3 3 3 2 2 1 2 2 4 3 2 4 3 2 6 4 3 4 3 0 4 2 3 5 1 1 2 2 3 3 3 3 2 2 3 2 1 3 3 1 2 2 2 3 0 2 2 0 2 0 3 4 2 4 3 2 4 4 2 2 2 4 1 2 4 3 2 3 1 1 2 1 1 1 0 1 1 2 3 3 1 0 1 0 2 2 1 0 1 0 0 1 1 1 1 0 2 2 1 0 1 0 0 1 1 0 0 3 0 2 0 2 3 1 1 3 1 1 0 0 1 1 0 2 2 1 0 2 0 2 1 1 2 0 0 0 3 0 0 1 1 1 2 2 1 0 1 2 0 4 1 0 2 1 0 0 3 2 1 0 0 2 1 1 0 0 1 1 1 2 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.410841
Pion Efficiency: 0.458904
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 1 7 6 2 3 5 1 5 7 2 3 1 4 1 3 1 6 1 0 4 3 1 6 5 3 5 2 6 2 1 4 4 1 5 3 1 4 5 3 2 2 4 5 3 5 9 3 6 1 5 6 4 4 4 2 7 2 7 4 4 7 7 3 2 3 7 4 2 1 9 2 5 2 3 3 6 10 12 12 6 7 6 6 7 9 6 6 6 5 6 12 8 6 6 8 9 16 10 6 12 11 8 12 7 9 9 7 15 11 10 14 15 16 16 9 12 13 7 18 17 13 18 8 10 13 10 13 12 9 4 13 5 16 11 11 6 12 6 10 9 12 8 8 5 16 12 7 11 3 9 8 7 7 9 10 7 9 10 10 11 9 3 6 9 15 7 9 10 9 10 9 9 9 21 13 9 10 10 13 10 8 11 5 9 7 11 11 11 10 12 16 10 21 11 15 16 11 10 11 22 12 14 19 16 14 22 28 14 12 25 21 19 14 25 28 36 40 26 26 29 39 26 36 41 46 37 55 52 55 69 70 88 70 16 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 33 105 122 85 62 56 54 56 44 40 30 36 40 19 25 18 21 24 23 24 24 17 19 17 13 21 17 16 13 13 10 12 17 18 14 9 13 17 15 9 12 13 11 15 15 7 12 9 18 18 19 13 13 18 12 8 16 13 12 9 13 13 14 11 13 20 24 16 16 10 10 15 12 11 13 14 21 15 13 15 15 11 16 14 8 11 17 13 15 12 15 12 15 10 15 14 11 9 13 10 5 13 16 13 8 6 11 7 10 8 18 14 16 18 9 7 18 21 10 8 12 19 12 11 14 6 10 13 8 5 5 5 6 5 4 7 4 7 3 5 6 3 8 4 6 5 1 7 5 2 1 5 2 10 2 5 4 7 7 1 2 4 3 6 6 2 3 11 3 5 2 6 11 7 6 5 7 3 6 3 3 6 1 3 8 6 4 8 1 7 5 5 5 1 3 1 6 5 5 5 3 2 4 6 2 5 2 6 3 8 4 4 4 3 3 3 9 5 4 4 5 5 5 1 6 6 4 5 11 4 9 7 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.402028
Pion Efficiency: 0.421144
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11 9 10 13 7 7 9 7 5 3 8 9 2 3 3 4 3 6 5 3 2 2 3 3 2 1 2 3 2 0 3 2 9 2 4 2 5 4 4 5 2 4 3 4 1 1 2 1 4 3 3 2 1 2 2 3 2 3 0 1 6 3 2 2 1 3 1 1 3 2 2 1 0 3 2 3 4 2 3 3 4 5 7 3 1 2 5 2 4 3 5 7 7 5 7 4 3 3 4 9 4 7 2 4 4 6 15 10 2 9 11 4 4 8 13 10 12 9 12 23 10 12 8 14 18 20 17 14 11 9 13 5 13 5 5 4 6 9 12 7 6 12 10 15 8 7 10 12 7 4 9 9 13 9 7 9 10 12 11 13 5 11 14 8 7 7 7 9 14 8 7 15 13 5 10 10 11 6 10 10 11 10 14 13 8 14 10 16 16 13 14 16 9 11 18 12 9 20 16 11 14 21 26 25 25 23 24 31 36 25 36 36 49 39 58 50 35 37 49 41 31 37 10 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 5 180 162 118 74 57 52 41 39 35 31 25 22 23 27 13 22 23 22 14 21 14 13 11 13 10 8 16 16 7 9 12 16 16 11 13 13 8 5 8 8 9 8 6 7 5 7 14 4 6 2 2 4 6 6 7 8 10 12 7 10 4 8 5 2 11 8 5 2 3 9 9 5 3 9 6 7 4 11 5 4 15 2 3 7 8 6 3 5 5 11 9 8 9 5 4 7 5 5 8 15 5 6 5 10 7 8 8 9 8 12 5 11 12 11 9 5 9 9 9 10 16 8 17 14 15 17 5 8 10 7 5 10 5 6 9 9 11 5 0 6 6 3 4 4 4 3 9 4 6 3 3 2 8 7 3 3 4 6 6 4 5 2 2 3 3 2 3 4 1 3 4 6 6 1 4 1 4 2 6 3 2 2 4 2 3 2 2 4 1 3 7 8 3 3 4 2 5 2 2 0 2 3 5 3 3 6 5 9 5 5 1 7 4 4 2 6 3 5 4 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.397183
Pion Efficiency: 0.429694
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 4 2 1 0 1 1 1 1 3 1 1 0 1 0 1 1 0 1 0 1 3 1 3 0 0 2 0 2 0 0 1 1 1 0 0 1 1 2 1 1 0 0 0 2 1 1 2 2 0 1 2 0 2 2 1 0 0 2 0 0 0 1 1 1 0 1 2 0 1 1 0 0 1 0 0 0 2 2 1 2 0 0 0 0 0 0 3 0 2 1 1 0 0 0 0 1 0 2 3 1 0 2 1 3 2 4 0 2 0 4 2 2 5 1 2 4 4 1 4 3 8 1 3 8 7 4 2 4 3 2 1 4 2 1 3 3 2 1 0 3 3 0 0 2 2 4 1 4 2 1 1 3 2 1 2 5 1 1 1 2 2 1 2 2 4 2 4 0 4 2 3 3 5 2 1 2 4 3 3 6 5 2 5 5 4 2 4 3 5 3 5 4 4 1 7 4 6 5 3 4 3 5 5 5 6 6 4 3 6 6 7 14 15 9 10 14 9 7 11 8 3 1 1 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 2 49 45 28 18 19 15 15 14 8 7 11 4 4 2 2 5 4 4 6 3 6 3 4 0 0 1 2 2 4 3 2 2 1 3 2 3 4 2 1 1 3 4 3 1 1 1 0 1 3 3 1 3 0 2 5 0 2 0 4 1 3 2 0 3 0 1 0 4 2 2 0 1 1 0 1 2 3 2 0 2 1 2 2 1 1 1 2 1 0 0 0 1 3 2 0 1 2 4 4 1 4 2 2 0 1 1 3 6 1 2 3 2 0 3 1 2 2 2 1 2 2 3 3 3 0 6 2 2 2 2 1 3 0 2 1 2 0 3 4 0 1 0 1 0 1 0 0 0 1 3 2 0 0 1 2 1 0 1 2 2 3 1 0 1 3 0 1 3 0 0 1 4 0 0 2 2 2 1 1 0 1 0 2 1 1 2 0 2 2 1 1 1 2 1 1 1 0 2 0 1 0 0 1 1 3 2 2 0 2 1 0 2 2 1 2 0 1 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.404454
Pion Efficiency: 0.423611
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 10 14 15 8 7 10 8 6 4 11 10 3 3 4 4 4 7 5 4 2 3 6 4 5 1 2 5 2 2 3 2 10 3 5 2 5 5 5 7 3 5 3 4 1 3 3 2 6 5 3 3 3 2 4 5 3 3 0 3 6 3 2 3 2 4 1 2 5 2 3 2 0 3 3 3 4 2 5 5 5 7 7 3 1 2 5 2 7 3 7 8 8 5 7 4 3 4 4 11 7 8 2 6 5 9 17 14 2 11 11 8 6 10 18 11 14 13 16 24 14 15 16 15 21 28 24 18 13 13 16 7 14 9 7 5 9 12 14 8 6 15 13 15 8 9 12 16 8 8 11 10 14 12 9 10 12 17 12 14 6 13 16 9 9 9 11 11 18 8 11 17 16 8 15 12 12 8 14 13 14 16 19 15 13 19 14 18 20 16 19 19 14 15 22 13 16 24 22 16 17 25 29 30 30 28 30 37 40 28 42 42 56 53 73 59 45 51 58 48 42 45 13 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 7 229 207 146 92 76 67 56 53 43 38 36 26 27 29 15 27 27 26 20 24 20 16 15 13 10 9 18 18 11 12 14 18 17 14 15 16 12 7 9 9 12 12 9 8 6 8 14 5 9 5 3 7 6 8 12 8 12 12 11 11 7 10 5 5 11 9 5 6 5 11 9 6 4 9 7 9 7 13 5 6 16 4 5 8 9 7 5 6 5 11 9 9 12 7 4 8 7 9 12 16 9 8 7 10 8 9 11 15 9 14 8 13 12 14 10 7 11 11 10 12 18 11 20 17 15 23 7 10 12 9 6 13 5 8 10 11 11 8 4 6 7 3 5 4 5 3 9 4 7 6 5 2 8 8 5 4 4 7 8 6 8 3 2 4 6 2 4 7 1 3 5 10 6 1 6 3 6 3 7 3 3 2 6 3 4 4 2 6 3 4 8 9 5 4 5 3 5 4 2 1 2 3 6 4 6 8 7 9 7 6 1 9 6 5 4 6 4 5 5 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.398648
Pion Efficiency: 0.428472
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 0 1 7 3 8 1 4 2 2 6 2 4 5 6 0 4 2 2 3 6 2 3 2 1 0 3 3 4 4 4 6 2 1 2 4 2 2 3 7 2 6 5 3 1 2 3 5 5 6 2 5 2 5 3 4 4 4 2 2 2 4 4 5 2 3 4 5 8 6 2 8 12 1 2 6 1 2 5 3 4 3 3 3 5 5 6 9 2 4 10 3 3 4 8 6 5 5 5 2 4 3 4 3 2 9 4 6 6 7 5 7 6 11 7 14 8 10 10 7 9 8 21 7 8 11 10 8 13 6 10 12 10 10 5 6 8 4 5 11 9 7 6 9 14 7 12 8 11 8 10 8 9 9 6 5 12 7 9 11 10 7 10 10 4 8 6 6 6 10 14 12 9 7 6 8 12 8 11 8 6 14 9 8 10 16 8 8 5 10 9 16 13 10 14 18 15 16 7 24 18 17 17 20 21 18 27 28 19 25 20 25 28 21 29 24 37 43 42 47 38 52 40 53 61 51 8 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 1 1 0 1 3 14 0
Pion Histogram
 2 0 0 1 0 0 0 0 15 228 107 70 54 47 47 33 25 23 28 32 18 24 25 16 17 16 22 21 14 19 14 17 15 18 17 13 12 19 12 18 15 17 7 13 8 12 9 16 11 8 11 10 8 10 8 12 14 18 10 14 8 15 8 11 12 8 10 12 9 9 12 9 11 14 9 11 7 14 9 5 9 3 5 6 10 3 18 5 5 6 9 8 7 10 7 8 7 14 11 7 8 16 5 13 10 6 4 10 6 10 9 9 8 12 9 11 14 8 5 15 6 5 6 14 7 6 6 8 3 8 8 10 10 6 6 4 8 6 8 4 2 3 6 7 6 5 6 1 4 3 4 4 3 3 3 2 6 4 3 6 2 5 5 5 8 1 5 5 6 4 1 4 2 2 3 7 3 1 0 7 4 0 4 4 1 1 0 1 4 4 2 4 2 3 1 1 4 3 3 4 5 3 5 3 2 3 2 2 5 3 5 6 6 3 4 3 6 1 4 2 4 1 4 4 5 2 3 5 4 5 8 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0
Error: 0.389941
Pion Efficiency: 0.392734
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 6 2 1 1 1 2 3 3 1 1 1 0 3 2 3 3 0 1 1 2 0 1 0 0 0 1 1 1 1 0 1 1 0 0 1 1 2 2 1 0 1 1 0 0 1 0 0 1 1 2 0 3 2 1 1 0 1 2 0 1 1 1 2 3 1 1 2 0 1 2 0 3 0 0 1 0 0 1 0 1 4 0 1 1 0 2 4 1 0 3 0 2 1 1 6 1 1 1 4 1 1 2 2 0 1 1 4 0 2 3 0 2 3 7 2 2 6 1 4 4 1 3 2 1 3 1 0 1 1 3 1 4 3 1 5 3 1 4 2 3 1 3 3 3 4 2 1 3 5 8 3 3 2 3 2 1 3 2 1 1 0 2 0 3 2 5 3 3 1 0 4 1 0 3 5 2 1 5 1 1 2 2 2 4 6 3 3 7 1 2 2 3 0 8 5 3 3 2 3 2 0 7 4 3 4 4 5 6 4 6 9 5 4 9 8 11 12 7 12 11 10 17 19 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0
Pion Histogram
 0 0 1 0 0 0 0 1 4 59 16 29 17 8 10 9 14 5 4 5 6 6 5 7 2 0 2 1 2 1 4 2 5 1 7 4 5 2 2 1 2 1 2 5 3 2 2 3 1 2 2 2 2 3 2 2 0 4 0 2 2 3 3 3 4 5 3 5 3 4 1 1 0 1 0 0 2 3 1 4 2 4 2 2 2 1 5 0 1 0 0 0 0 4 2 3 2 4 1 1 0 3 1 2 5 3 1 1 3 2 1 3 2 2 1 3 1 4 1 3 3 1 4 5 2 2 1 1 5 2 2 1 1 0 2 2 1 4 0 1 3 2 0 0 1 1 1 2 0 0 1 1 1 1 2 1 3 3 3 1 1 0 0 2 1 1 2 1 0 1 1 0 0 2 0 0 1 0 3 1 2 1 0 1 2 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 0 0 1 3 0 1 1 0 1 0 2 0 0 1 2 0 2 1 1 1 2 2 0 2 2 1 0 2 1 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 3 0
Error: 0.422865
Pion Efficiency: 0.481949
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 1 13 5 9 2 5 4 5 9 3 5 6 6 3 6 5 5 3 7 3 5 2 2 0 3 3 5 5 5 7 2 2 3 4 2 3 4 9 4 7 5 4 2 2 3 6 5 6 3 6 4 5 6 6 5 5 2 3 4 4 5 6 3 5 7 6 9 8 2 9 14 1 5 6 1 3 5 3 5 3 4 7 5 6 7 9 4 8 11 3 6 4 10 7 6 11 6 3 5 7 5 4 4 11 4 7 7 11 5 9 9 11 9 17 15 12 12 13 10 12 25 8 11 13 11 11 14 6 11 13 13 11 9 9 9 9 8 12 13 9 9 10 17 10 15 12 13 9 13 13 17 12 9 7 15 9 10 14 12 8 11 10 6 8 9 8 11 13 17 13 9 11 7 8 15 13 13 9 11 15 10 10 12 18 12 14 8 13 16 17 15 12 17 18 23 21 10 27 20 20 19 20 28 22 30 32 23 30 26 29 34 30 34 28 46 51 53 59 45 64 51 63 78 70 10 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 1 1 1 1 3 18 0
Pion Histogram
 2 0 1 1 0 0 0 1 19 287 123 99 71 55 57 42 39 28 32 37 24 30 30 23 19 16 24 22 16 20 18 19 20 19 24 17 17 21 14 19 17 18 9 18 11 14 11 19 12 10 13 12 10 13 10 14 14 22 10 16 10 18 11 14 16 13 13 17 12 13 13 10 11 15 9 11 9 17 10 9 11 7 7 8 12 4 23 5 6 6 9 8 7 14 9 11 9 18 12 8 8 19 6 15 15 9 5 11 9 12 10 12 10 14 10 14 15 12 6 18 9 6 10 19 9 8 7 9 8 10 10 11 11 6 8 6 9 10 8 5 5 5 6 7 7 6 7 3 4 3 5 5 4 4 5 3 9 7 6 7 3 5 5 7 9 2 7 6 6 5 2 4 2 4 3 7 4 1 3 8 6 1 4 5 3 2 1 2 4 4 3 5 3 4 1 1 5 4 4 5 5 3 6 6 2 4 3 2 6 3 7 6 6 4 6 3 8 2 5 3 6 3 4 6 7 3 3 7 5 5 10 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 6 0
Error: 0.396746
Pion Efficiency: 0.409979
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 4 4 5 3 1 5 3 3 0 1 7 3 2 1 5 5 4 3 4 4 7 2 4 2 6 4 3 0 6 0 4 2 6 6 1 2 2 1 3 1 4 4 3 4 0 4 1 2 2 2 3 4 2 1 5 6 5 2 5 0 2 3 3 6 4 1 3 4 2 4 5 4 4 5 4 4 5 3 2 3 3 2 1 1 5 4 3 1 4 3 5 4 3 2 5 4 5 2 2 4 6 4 4 3 5 7 5 10 2 0 5 4 6 12 19 28 17 12 8 4 6 6 4 6 10 9 7 9 7 9 1 5 6 5 11 10 7 8 5 9 8 5 9 6 11 5 4 6 2 6 5 7 5 3 8 3 10 5 1 10 5 7 7 4 9 7 6 4 3 6 2 3 6 14 9 11 7 12 8 7 5 9 4 6 7 5 8 9 8 8 7 12 11 10 7 8 6 12 9 4 14 6 11 5 7 6 10 17 11 8 11 14 10 15 11 18 8 18 16 17 22 21 23 27 24 24 38 34 34 41 56 61 63 64 59 81 123 14 6 4 5 3 2 1 3 1 6 2 4 7 3 2 9 8 12 0
Pion Histogram
 36 82 107 81 66 50 47 42 43 36 26 21 31 23 29 23 28 26 25 23 19 27 17 19 12 19 20 21 23 15 17 14 14 11 18 10 8 12 15 9 15 12 16 11 19 8 10 10 12 13 7 10 9 11 9 11 14 11 12 10 9 8 4 8 8 9 9 8 5 12 2 9 5 7 8 9 11 9 18 4 9 6 5 7 11 5 5 9 4 4 3 3 5 5 8 3 3 5 7 3 13 6 7 4 8 4 5 6 7 1 9 9 9 14 28 26 14 14 6 6 10 6 9 5 5 5 3 6 3 6 3 4 8 4 6 6 2 4 2 3 6 3 2 5 4 3 0 2 2 4 4 5 2 1 5 1 1 6 3 3 0 5 5 3 3 1 2 3 1 2 3 3 0 3 4 2 6 2 1 1 2 5 6 4 0 3 6 2 2 3 4 0 3 1 3 3 1 2 2 1 1 1 2 2 1 1 3 2 2 4 5 1 4 4 3 3 2 2 0 1 3 5 4 4 5 4 6 4 3 7 8 8 7 4 7 6 21 4 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0
Error: 0.384004
Pion Efficiency: 0.359737
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 5 3 5 3 0 0 2 1 1 1 0 1 1 1 0 2 0 1 0 1 1 0 0 1 3 1 0 1 0 2 1 3 1 3 2 0 3 3 0 1 1 0 1 1 0 2 2 1 0 0 1 1 0 1 1 0 1 3 0 0 1 1 0 1 0 0 0 3 0 0 0 0 0 0 1 1 1 1 0 1 1 1 4 0 0 2 2 2 0 2 1 1 0 2 2 2 0 0 0 2 2 0 1 0 4 3 4 0 0 2 2 3 0 3 2 8 3 4 2 2 0 2 2 0 4 0 1 2 0 1 0 2 2 1 2 0 1 2 2 0 2 1 1 1 1 2 2 0 0 2 0 1 3 1 1 0 1 1 0 1 2 2 4 2 1 1 0 1 1 3 0 1 0 1 0 1 1 1 1 0 2 3 1 0 2 2 1 4 1 4 2 1 4 4 0 5 0 0 3 0 1 0 3 3 6 0 2 2 4 1 2 3 5 5 3 3 6 4 3 2 6 4 7 6 8 5 7 5 2 11 11 12 21 19 12 22 33 3 2 2 3 1 0 1 0 0 0 0 2 1 1 3 1 2 1 0
Pion Histogram
 4 30 26 17 17 13 13 7 12 11 7 14 6 3 7 2 10 5 5 6 5 2 6 9 6 7 4 3 2 4 2 4 3 5 3 5 3 5 2 0 2 4 1 4 6 2 1 2 3 2 5 1 2 4 2 3 2 3 2 3 0 4 0 1 4 0 2 3 1 1 0 2 1 2 3 2 4 1 1 1 2 2 0 0 2 2 2 1 5 1 3 1 2 2 2 2 0 1 0 4 0 1 1 1 3 1 2 1 1 2 2 0 1 1 10 1 5 2 1 0 1 0 0 1 3 1 1 3 3 2 0 0 1 0 0 0 1 2 1 0 0 1 1 1 0 0 1 0 2 0 2 0 0 2 0 0 1 2 1 2 1 1 1 1 0 3 1 0 0 0 1 4 0 0 0 1 3 0 0 1 0 3 1 1 0 1 2 0 3 1 1 0 1 3 0 0 1 0 1 0 0 0 1 1 2 1 1 0 0 1 1 0 2 0 1 1 1 0 1 0 1 0 1 2 0 2 2 1 1 2 2 4 2 0 5 5 5 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 2 0
Error: 0.420957
Pion Efficiency: 0.492255
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 9 7 10 6 1 5 5 4 1 2 7 4 3 2 5 7 4 4 4 5 8 2 4 3 9 5 3 1 6 2 5 5 7 9 3 2 5 4 3 2 5 4 4 5 0 6 3 3 2 2 4 5 2 2 6 6 6 5 5 0 3 4 3 7 4 1 3 7 2 4 5 4 4 5 5 5 6 4 2 4 4 3 5 1 5 6 5 3 4 5 6 5 3 4 7 6 5 2 2 6 8 4 5 3 9 10 9 10 2 2 7 7 6 15 21 36 20 16 10 6 6 8 6 6 14 9 8 11 7 10 1 7 8 6 13 10 8 10 7 9 10 6 10 7 12 7 6 6 2 8 5 8 8 4 9 3 11 6 1 11 7 9 11 6 10 8 6 5 4 9 2 4 6 15 9 12 8 13 9 7 7 12 5 6 9 7 9 13 9 12 9 13 15 14 7 13 6 12 12 4 15 6 14 8 13 6 12 19 15 9 13 17 15 20 14 21 14 22 19 19 28 25 30 33 32 29 45 39 36 52 67 73 84 83 71 103 156 17 8 6 8 4 2 2 3 1 6 2 6 8 4 5 10 10 13 0
Pion Histogram
 40 112 133 98 83 63 60 49 55 47 33 35 37 26 36 25 38 31 30 29 24 29 23 28 18 26 24 24 25 19 19 18 17 16 21 15 11 17 17 9 17 16 17 15 25 10 11 12 15 15 12 11 11 15 11 14 16 14 14 13 9 12 4 9 12 9 11 11 6 13 2 11 6 9 11 11 15 10 19 5 11 8 5 7 13 7 7 10 9 5 6 4 7 7 10 5 3 6 7 7 13 7 8 5 11 5 7 7 8 3 11 9 10 15 38 27 19 16 7 6 11 6 9 6 8 6 4 9 6 8 3 4 9 4 6 6 3 6 3 3 6 4 3 6 4 3 1 2 4 4 6 5 2 3 5 1 2 8 4 5 1 6 6 4 3 4 3 3 1 2 4 7 0 3 4 3 9 2 1 2 2 8 7 5 0 4 8 2 5 4 5 0 4 4 3 3 2 2 3 1 1 1 3 3 3 2 4 2 2 5 6 1 6 4 4 4 3 2 1 1 4 5 5 6 5 6 8 5 4 9 10 12 9 4 12 11 26 5 2 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 2 0
Error: 0.391676
Pion Efficiency: 0.382763
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 2 1 0 0 0 0 0 0 0 0 9 9 5 8 5 4 3 7 4 0 2 3 2 4 0 2 2 3 1 1 0 1 1 3 1 2 2 4 3 2 2 2 0 2 3 0 3 2 2 4 3 6 3 2 1 1 3 0 2 2 1 2 3 2 5 4 1 3 1 3 2 0 3 3 4 0 4 2 3 3 1 2 6 4 2 1 1 2 4 2 2 0 2 3 1 1 3 5 1 3 1 1 4 2 1 2 2 3 3 5 7 3 3 3 5 5 4 4 2 6 3 5 9 5 7 4 17 11 15 6 9 7 17 14 11 10 8 9 4 6 5 7 9 8 8 10 8 11 7 6 16 9 19 16 12 6 5 11 8 5 6 6 5 12 9 9 7 5 7 6 8 6 8 3 5 7 5 10 10 5 10 7 11 8 8 9 6 8 5 8 9 10 11 11 16 15 14 19 22 25 20 17 16 18 27 21 43 58 44 60 56 37 24 39 19 22 19 24 21 6 21 15 10 18 18 13 13 18 19 12 8 24 12 20 25 25 22 24 32 42 28 32 40 4 3 2 4 1 2 3 2 2 1 0 0
Pion Histogram
 9 4 4 3 3 1 3 3 2 3 6 261 134 83 61 55 42 27 27 25 16 22 21 23 21 21 16 9 21 16 20 12 13 12 11 12 16 8 10 7 11 11 7 10 9 6 11 20 14 12 20 19 12 11 15 8 7 8 15 10 5 8 8 3 7 5 9 6 6 4 10 12 4 5 8 5 4 6 7 10 6 2 8 6 8 5 4 6 6 4 7 5 9 0 8 5 4 2 6 4 6 6 4 5 11 6 5 6 4 8 4 7 2 7 10 6 6 9 4 5 10 8 8 13 18 11 9 11 13 9 4 10 11 12 5 5 7 10 9 11 6 6 10 3 3 3 5 4 11 7 9 7 9 16 5 7 6 3 3 1 5 3 6 2 2 3 6 5 6 3 6 0 3 7 4 2 5 1 5 5 0 3 4 6 6 9 4 5 4 3 6 4 0 5 3 6 5 5 5 4 7 8 4 5 8 4 3 10 12 5 14 7 8 4 3 1 4 1 4 3 1 3 0 1 0 3 3 2 1 3 1 1 1 3 2 2 2 3 2 3 0 2 3 1 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.381809
Pion Efficiency: 0.350587
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 1 0 1 0 0 0 0 2 2 2 0 3 4 2 1 1 0 0 0 2 1 1 0 0 0 0 3 0 3 2 0 3 0 0 1 0 1 1 1 2 0 2 0 0 0 1 1 3 1 1 0 0 2 3 0 1 0 1 0 0 1 1 0 3 2 0 0 1 1 3 0 0 0 0 0 2 0 0 0 1 1 0 0 0 0 1 0 1 0 1 0 0 1 1 1 2 0 0 1 2 0 0 0 0 2 0 0 0 1 2 0 1 1 1 1 2 1 2 3 2 2 4 1 2 5 2 5 3 1 1 2 3 0 2 2 1 5 2 7 2 2 2 3 0 6 1 3 5 4 3 6 6 0 1 1 0 1 1 2 0 0 1 0 2 5 0 3 1 0 1 1 2 0 0 2 2 1 3 1 3 2 5 1 0 0 3 2 1 4 2 2 4 4 0 3 4 2 2 6 3 2 6 8 9 13 13 12 14 11 9 8 3 6 10 6 3 5 3 3 3 2 4 4 4 4 6 2 3 3 4 5 5 5 3 5 10 11 9 13 9 1 1 0 0 1 1 0 0 1 0 1 0
Pion Histogram
 3 1 0 0 1 1 0 0 0 0 1 51 27 16 12 9 11 7 7 3 10 3 6 3 5 2 7 7 2 4 5 2 5 2 1 3 3 0 3 3 5 1 2 7 1 1 4 1 2 2 2 5 3 3 1 2 4 2 2 1 0 1 2 3 4 2 1 1 1 1 3 1 1 2 1 2 2 2 0 2 2 1 0 1 0 1 0 2 1 4 1 2 3 2 2 0 2 1 3 4 4 1 4 1 2 1 0 2 2 1 4 4 2 2 3 3 3 0 2 0 2 3 5 4 1 3 2 4 2 3 1 4 1 2 1 0 2 1 5 0 2 0 3 3 1 2 1 2 3 2 3 1 6 5 2 5 3 1 0 0 1 2 1 0 0 1 1 2 2 2 0 2 1 1 0 1 2 1 0 0 2 0 1 3 2 3 3 1 2 2 2 0 0 3 2 2 2 1 0 3 2 0 1 2 0 1 2 4 5 1 3 0 2 1 0 1 0 0 0 2 1 1 1 0 0 0 0 1 0 3 0 2 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.415302
Pion Efficiency: 0.511464
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 2 1 0 1 0 1 0 0 0 0 11 11 7 8 8 8 5 8 5 0 2 3 4 5 1 2 2 3 1 4 0 4 3 3 4 2 2 5 3 3 3 3 2 2 5 0 3 2 3 5 6 7 4 2 1 3 6 0 3 2 2 2 3 3 6 4 4 5 1 3 3 1 6 3 4 0 4 2 5 3 1 2 7 5 2 1 1 2 5 2 3 0 3 3 1 2 4 6 3 3 1 2 6 2 1 2 2 5 3 5 7 4 5 3 6 6 5 5 4 7 5 8 11 7 11 5 19 16 17 11 12 8 18 16 14 10 10 11 5 11 7 14 11 10 10 13 8 17 8 9 21 13 22 22 18 6 6 12 8 6 7 8 5 12 10 9 9 10 7 9 9 6 9 4 7 7 5 12 12 6 13 8 14 10 13 10 6 8 8 10 10 14 13 13 20 19 14 22 26 27 22 23 19 20 33 29 52 71 57 72 70 48 33 47 22 28 29 30 24 11 24 18 13 20 22 17 17 22 25 14 11 27 16 25 30 30 25 29 42 53 37 45 49 5 4 2 4 2 3 3 2 3 1 1 0
Pion Histogram
 12 5 4 3 4 2 3 3 2 3 7 312 161 99 73 64 53 34 34 28 26 25 27 26 26 23 23 16 23 20 25 14 18 14 12 15 19 8 13 10 16 12 9 17 10 7 15 21 16 14 22 24 15 14 16 10 11 10 17 11 5 9 10 6 11 7 10 7 7 5 13 13 5 7 9 7 6 8 7 12 8 3 8 7 8 6 4 8 7 8 8 7 12 2 10 5 6 3 9 8 10 7 8 6 13 7 5 8 6 9 8 11 4 9 13 9 9 9 6 5 12 11 13 17 19 14 11 15 15 12 5 14 12 14 6 5 9 11 14 11 8 6 13 6 4 5 6 6 14 9 12 8 15 21 7 12 9 4 3 1 6 5 7 2 2 4 7 7 8 5 6 2 4 8 4 3 7 2 5 5 2 3 5 9 8 12 7 6 6 5 8 4 0 8 5 8 7 6 5 7 9 8 5 7 8 5 5 14 17 6 17 7 10 5 3 2 4 1 4 5 2 4 1 1 0 3 3 3 1 6 1 3 2 3 2 2 3 3 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.388739
Pion Efficiency: 0.38381
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 9
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 25 9 9 8 7 7 5 4 3 7 8 1 1 1 3 2 4 4 4 3 4 1 4 7 0 3 1 1 5 2 0 2 0 1 5 4 1 3 3 1 3 2 2 1 3 3 2 5 2 2 5 9 3 8 8 6 1 1 4 0 1 7 4 2 3 6 5 3 1 1 1 6 2 4 6 3 3 2 2 1 0 2 5 2 4 3 2 2 2 5 4 6 3 10 6 6 7 3 7 10 6 11 14 14 11 10 8 12 8 9 5 6 10 7 2 5 3 9 4 4 4 1 4 6 5 6 6 14 8 7 4 8 9 0 3 3 5 6 6 5 4 3 3 4 6 2 5 4 3 6 3 10 6 5 5 4 4 5 5 7 7 13 14 7 11 12 9 12 12 20 14 19 16 20 29 29 41 79 173 5 14 7 3 4 4 4 3 5 4 2 5 10 3 3 4 7 6 6 7 9 6 8 13 10 12 6 7 8 19 20 20 58 106 24 11 13 19 15 10 8 10 16 13 13 13 17 20 27 111 0 1 1 1 5 5 39 59
Pion Histogram
 55 3 1 2 2 3 0 2 0 1 1 3 0 1 0 1 0 0 64 369 118 86 48 49 44 28 31 29 29 21 18 21 10 16 21 16 18 15 11 7 5 9 9 10 6 14 10 12 11 9 14 8 5 17 4 10 7 8 8 8 8 9 7 9 11 4 10 10 12 14 10 8 12 13 13 5 13 12 4 5 1 9 6 4 10 8 5 3 7 5 5 9 7 6 9 6 4 6 5 3 6 4 11 6 3 10 11 9 3 5 11 6 12 7 11 7 10 6 10 10 10 6 8 7 6 13 11 12 5 5 9 3 6 3 1 9 0 3 2 4 2 2 6 4 4 8 11 6 11 1 3 2 0 1 6 4 2 2 2 2 2 7 3 2 3 4 3 0 0 1 3 3 3 2 5 0 1 2 1 3 2 4 4 5 4 7 4 2 2 2 2 7 5 8 7 15 24 49 7 1 0 2 0 0 1 1 2 1 1 2 0 0 0 1 1 0 1 2 1 0 2 3 0 1 1 1 3 5 0 4 3 12 2 2 0 4 3 1 0 1 2 0 0 0 1 2 5 6 0 0 0 0 0 0 0 3
Error: 0.38255
Pion Efficiency: 0.370354
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 3 4 2 1 4 0 2 1 3 2 0 0 0 0 1 1 3 2 1 2 0 0 0 1 0 1 1 0 1 0 0 0 1 0 3 0 1 1 0 0 1 0 0 0 1 1 1 2 0 1 1 1 0 4 4 1 2 2 0 1 2 1 0 0 0 1 0 0 0 1 1 0 3 0 1 0 1 0 3 0 3 1 1 1 0 2 1 1 1 0 1 2 2 4 2 1 2 0 1 3 2 1 2 3 1 3 1 3 0 5 2 1 3 1 2 1 0 1 2 0 3 0 0 0 0 1 2 2 1 1 2 3 1 2 1 0 1 1 0 1 0 1 4 2 1 1 1 0 1 0 3 1 1 3 1 0 0 1 0 3 2 2 1 3 1 3 2 2 1 3 2 4 7 3 5 5 16 33 45 2 0 3 3 0 3 1 0 1 1 0 0 0 3 2 1 0 0 1 3 2 0 1 2 1 2 3 2 0 3 5 4 11 25 6 6 5 2 1 2 1 5 5 0 3 5 3 4 8 30 1 0 0 0 0 1 3 17
Pion Histogram
 10 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 14 102 28 24 15 13 14 16 14 3 6 4 4 1 6 3 1 2 3 5 1 3 2 6 2 6 4 0 2 2 3 1 1 1 2 2 2 3 4 3 1 3 0 2 1 3 0 0 5 1 0 2 1 3 2 6 1 0 3 0 1 3 1 2 1 3 2 1 1 2 0 0 3 0 0 1 2 0 0 0 1 1 6 1 2 3 0 1 1 3 2 1 4 1 3 2 2 0 0 3 1 1 1 0 2 0 2 3 2 2 1 0 0 0 0 0 0 0 1 0 0 0 1 3 1 1 1 3 3 2 1 1 2 0 1 0 0 1 0 1 1 0 2 1 2 1 0 2 0 0 1 0 3 1 0 0 1 1 1 0 0 3 0 3 1 0 1 1 1 1 0 2 2 0 2 1 4 4 6 8 0 2 0 2 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 2 0 0 1 1 0 0 0 1 0 1 6 5 3 3 0 2 0 1 1 1 1 0 0 1 0 0 1 0 1 3 0 0 0 0 0 1 2 4
Error: 0.414423
Pion Efficiency: 0.392055
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 13 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 3 28 13 11 9 11 7 7 5 6 9 8 1 1 1 4 3 7 6 5 5 4 1 4 8 0 4 2 1 6 2 0 2 1 1 8 4 2 4 3 1 4 2 2 1 4 4 3 7 2 3 6 10 3 12 12 7 3 3 4 1 3 8 4 2 3 7 5 3 1 2 2 6 5 4 7 3 4 2 5 1 3 3 6 3 4 5 3 3 3 5 5 8 5 14 8 7 9 3 8 13 8 12 16 17 12 13 9 15 8 14 7 7 13 8 4 6 3 10 6 4 7 1 4 6 5 7 8 16 9 8 6 11 10 2 4 3 6 7 6 6 4 4 7 6 7 3 6 4 4 6 6 11 7 8 6 4 4 6 5 10 9 15 15 10 12 15 11 14 13 23 16 23 23 23 34 34 57 112 218 7 14 10 6 4 7 5 3 6 5 2 5 10 6 5 5 7 6 7 10 11 6 9 15 11 14 9 9 8 22 25 24 69 131 30 17 18 21 16 12 9 15 21 13 16 18 20 24 35 141 1 1 1 1 5 6 42 76
Pion Histogram
 65 3 2 2 2 3 0 2 1 1 2 4 0 1 0 1 0 0 78 471 146 110 63 62 58 44 45 32 35 25 22 22 16 19 22 18 21 20 12 10 7 15 11 16 10 14 12 14 14 10 15 9 7 19 6 13 11 11 9 11 8 11 8 12 11 4 15 11 12 16 11 11 14 19 14 5 16 12 5 8 2 11 7 7 12 9 6 5 7 5 8 9 7 7 11 6 4 6 6 4 12 5 13 9 3 11 12 12 5 6 15 7 15 9 13 7 10 9 11 11 11 6 10 7 8 16 13 14 6 5 9 3 6 3 1 9 1 3 2 4 3 5 7 5 5 11 14 8 12 2 5 2 1 1 6 5 2 3 3 2 4 8 5 3 3 6 3 0 1 1 6 4 3 2 6 1 2 2 1 6 2 7 5 5 5 8 5 3 2 4 4 7 7 9 11 19 30 57 7 3 0 4 0 0 1 1 2 1 2 2 0 1 0 1 1 0 1 4 1 0 3 4 0 1 1 2 3 6 6 9 6 15 2 4 0 5 4 2 1 1 2 1 0 0 2 2 6 9 0 0 0 0 0 1 2 7
Error: 0.389135
Pion Efficiency: 0.378228
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 10
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 3 0 0 0 0 0 0 0 0 0 0 0 0 5 7 12 11 8 14 8 2 9 5 6 3 2 4 4 7 7 3 8 3 2 6 4 3 4 5 5 3 2 8 2 3 5 0 2 2 4 4 4 4 3 3 2 5 2 2 6 2 7 0 0 4 3 3 5 2 1 2 2 1 1 6 3 3 1 5 5 8 4 4 6 1 1 5 4 4 5 2 2 5 3 3 3 4 2 3 6 4 3 4 1 2 4 8 5 2 4 5 4 4 5 4 4 3 4 3 4 2 8 5 8 8 8 3 11 10 9 10 12 10 7 17 14 26 14 8 7 9 6 14 8 7 9 10 12 11 7 4 13 10 4 8 9 5 13 9 8 8 7 8 6 8 6 12 7 12 9 10 7 15 12 7 6 6 7 12 6 12 6 14 7 10 10 10 9 6 9 6 6 6 14 10 7 17 8 15 18 11 9 9 6 17 13 13 15 8 10 7 15 8 9 18 7 15 12 14 16 17 12 14 20 18 19 24 16 24 16 21 27 25 23 33 44 27 33 31 27 22 29 27 21 20 27 18 7 6 10 2 8 3 2 20 8
Pion Histogram
 46 18 3 4 3 3 2 2 3 4 0 1 0 82 258 142 89 82 63 52 50 38 41 35 32 24 38 30 29 29 13 13 16 23 20 14 16 18 11 11 5 17 11 9 13 14 12 10 10 7 7 9 9 10 7 12 6 10 9 7 14 0 4 9 9 6 9 8 5 5 6 7 3 8 8 5 13 7 3 8 5 9 6 1 6 6 4 4 6 6 4 2 3 3 2 5 4 4 3 4 7 4 7 4 10 5 9 3 7 2 2 9 5 8 7 6 4 9 5 6 3 3 4 7 5 5 3 2 7 6 7 5 9 5 9 6 14 8 7 6 7 5 4 4 4 6 6 0 9 9 4 5 2 5 6 6 4 7 3 5 4 1 3 0 1 2 5 4 0 7 3 6 1 7 10 0 3 4 1 3 2 0 6 1 4 1 4 4 2 0 3 4 3 2 1 4 6 1 5 1 3 1 4 0 1 0 0 2 2 2 4 1 1 2 1 1 3 2 0 0 6 4 1 1 1 3 5 2 2 2 2 2 2 3 2 1 2 2 2 1 3 0 0 2 4 2 0 0 0 0 0 0 1 1 3 0
Error: 0.379246
Pion Efficiency: 0.347079
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Untrained Results
Electron Histogram
 6 1 0 0 0 0 0 0 0 1 0 0 0 1 4 4 3 3 6 4 1 1 1 4 0 1 1 1 2 2 1 2 1 1 1 1 2 0 1 0 1 0 3 1 6 3 0 3 1 0 0 1 3 0 2 1 0 2 1 2 2 0 0 2 0 1 1 1 0 1 1 3 0 2 1 3 2 1 1 1 0 2 1 0 1 0 1 1 0 0 1 0 2 1 3 1 0 1 1 1 0 0 0 2 3 0 1 3 2 1 2 1 1 1 2 0 4 5 3 0 1 2 1 0 3 1 2 3 1 2 3 2 0 2 3 5 10 4 3 3 2 2 2 1 3 3 1 0 2 2 2 1 3 3 3 3 0 6 3 2 2 4 2 1 1 2 4 1 3 1 4 2 1 7 2 3 3 1 2 5 1 2 2 1 3 4 1 4 2 3 7 1 0 1 4 1 5 1 4 2 2 2 0 4 3 6 3 5 2 3 3 1 1 1 2 6 4 3 2 4 6 1 3 7 6 1 4 3 8 6 6 3 3 7 7 7 3 10 5 9 7 4 4 3 6 15 4 0 0 4 1 0 0 0 5 4
Pion Histogram
 7 1 1 1 2 0 1 0 0 0 0 0 0 19 60 38 21 23 13 8 7 4 11 8 3 5 6 0 6 6 2 2 7 4 8 6 3 1 4 5 4 4 2 0 2 1 3 3 1 1 1 4 0 2 0 1 1 2 0 2 4 3 1 0 3 3 1 1 0 1 3 1 1 3 0 1 0 2 3 0 2 1 0 1 0 2 0 2 2 2 2 0 1 3 2 3 0 0 0 2 1 1 1 2 1 4 1 2 1 1 1 1 1 2 0 3 1 1 0 1 0 2 2 3 0 0 1 3 0 4 2 1 1 0 1 2 2 5 0 2 3 2 1 0 2 3 0 1 1 0 2 3 0 3 1 0 1 0 0 1 0 2 0 1 0 1 2 0 1 1 1 2 3 0 1 0 1 1 0 1 0 0 0 2 0 2 3 1 0 0 0 3 1 0 0 0 0 1 2 2 0 1 1 1 1 1 0 2 0 0 0 1 0 1 2 1 0 0 2 2 0 1 0 0 2 0 1 1 0 1 1 0 1 0 2 0 1 1 1 2 2 0 0 0 1 0 1 0 0 2 0 0 0 0 0 2
Error: 0.430576
Pion Efficiency: 0.44052
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Combined Results
Electron Histogram
 9 1 0 0 0 0 0 0 0 1 0 0 0 6 11 16 14 11 20 12 3 10 6 10 3 3 5 5 9 9 4 10 4 3 7 5 5 4 6 5 4 2 11 3 9 8 0 5 3 4 4 5 7 3 5 3 5 4 3 8 4 7 0 2 4 4 4 6 2 2 3 5 1 3 7 6 5 2 6 6 8 6 5 6 2 1 6 5 4 5 3 2 7 4 6 4 4 3 4 7 4 3 4 3 5 4 9 8 4 5 7 5 5 6 6 4 7 9 6 4 3 10 6 8 11 9 5 14 11 11 13 14 10 9 20 19 36 18 11 10 11 8 16 9 10 12 11 12 13 9 6 14 13 7 11 12 5 19 12 10 10 11 10 7 9 8 16 8 15 10 14 9 16 19 9 9 9 8 14 11 13 8 16 8 13 14 11 13 8 12 13 7 6 15 14 8 22 9 19 20 13 11 9 10 20 19 16 20 10 13 10 16 9 10 20 13 19 15 16 20 23 13 17 27 24 20 28 19 32 22 27 30 28 30 40 51 30 43 36 36 29 33 31 24 26 42 22 7 6 14 3 8 3 2 25 12
Pion Histogram
 53 19 4 5 5 3 3 2 3 4 0 1 0 101 318 180 110 105 76 60 57 42 52 43 35 29 44 30 35 35 15 15 23 27 28 20 19 19 15 16 9 21 13 9 15 15 15 13 11 8 8 13 9 12 7 13 7 12 9 9 18 3 5 9 12 9 10 9 5 6 9 8 4 11 8 6 13 9 6 8 7 10 6 2 6 8 4 6 8 8 6 2 4 6 4 8 4 4 3 6 8 5 8 6 11 9 10 5 8 3 3 10 6 10 7 9 5 10 5 7 3 5 6 10 5 5 4 5 7 10 9 6 10 5 10 8 16 13 7 8 10 7 5 4 6 9 6 1 10 9 6 8 2 8 7 6 5 7 3 6 4 3 3 1 1 3 7 4 1 8 4 8 4 7 11 0 4 5 1 4 2 0 6 3 4 3 7 5 2 0 3 7 4 2 1 4 6 2 7 3 3 2 5 1 2 1 0 4 2 2 4 2 1 3 3 2 3 2 2 2 6 5 1 1 3 3 6 3 2 3 3 2 3 3 4 1 3 3 3 3 5 0 0 2 5 2 1 0 0 2 0 0 1 1 3 2
Error: 0.390054
Pion Efficiency: 0.378925
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