==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 25 4 1 2 7 3 4 3 3 2 2 0 4 1 4 2 2 0 4 2 4 3 1 5 7 3 0 2 2 1 4 2 0 2 3 0 7 1 4 2 2 2 4 0 1 1 5 1 3 4 2 4 2 9 3 4 3 1 3 2 2 1 6 4 3 5 3 5 5 3 1 1 4 6 1 6 4 4 3 10 4 3 7 8 7 7 6 7 8 4 7 7 9 6 10 11 9 7 7 7 14 13 13 16 14 9 10 15 20 17 28 22 29 23 23 35 38 45 36 53 69 49 44 58 109 174 275 521 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 61 18 15 17 21 15 12 10 21 7 13 11 9 9 15 10 15 14 14 7 12 11 11 21 12 13 11 10 13 13 15 13 12 13 10 14 10 15 9 14 8 11 13 13 12 7 9 11 14 13 13 12 14 13 17 4 16 15 7 13 9 16 7 14 16 8 12 15 14 12 17 10 16 22 14 15 17 17 20 13 25 17 14 16 19 17 18 17 20 20 24 15 25 14 17 12 24 11 18 12 20 21 8 19 18 19 20 20 25 14 21 29 26 16 27 22 25 20 26 31 33 23 28 35 30 50 82 117 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.471046
Pion Efficiency: 0.597351
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 6 2 1 2 1 1 1 1 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 2 0 1 0 1 1 0 1 0 0 1 0 1 1 0 1 0 1 1 0 0 0 0 0 1 1 1 0 0 1 0 0 1 0 2 0 1 1 0 1 2 0 1 1 1 2 1 0 2 1 1 1 1 2 3 1 0 0 3 1 1 1 1 1 1 3 1 1 2 3 0 3 1 1 3 2 2 1 3 0 3 4 2 0 6 1 7 5 6 9 6 3 8 9 5 7 16 11 16 18 18 23 44 66 120 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 18 8 4 3 5 2 4 1 3 2 8 8 5 4 3 2 1 2 2 3 3 1 2 1 5 3 1 1 3 1 2 0 2 1 5 3 7 4 5 4 5 4 6 0 2 1 2 6 6 2 4 3 2 3 3 7 5 7 3 4 4 10 5 7 3 5 1 2 5 7 3 1 1 3 4 0 0 3 2 1 7 7 2 4 4 6 3 7 3 3 7 7 4 3 5 3 5 4 3 7 9 4 6 5 4 4 2 7 5 3 6 7 2 4 4 9 8 4 7 5 9 7 14 12 11 11 26 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.462734
Pion Efficiency: 0.550749
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 31 6 2 4 8 4 5 4 3 2 4 0 4 1 5 2 2 0 4 2 4 4 1 7 7 4 0 3 3 1 5 2 0 3 3 1 8 1 5 2 3 3 4 0 1 1 5 2 4 5 2 4 3 9 3 5 3 3 3 3 3 1 7 6 3 6 4 6 7 4 1 3 5 7 2 7 6 7 4 10 4 6 8 9 8 8 7 8 11 5 8 9 12 6 13 12 10 10 9 9 15 16 13 19 18 11 10 21 21 24 33 28 38 29 26 43 47 50 43 69 80 65 62 76 132 218 341 641 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 79 26 19 20 26 17 16 11 24 9 21 19 14 13 18 12 16 16 16 10 15 12 13 22 17 16 12 11 16 14 17 13 14 14 15 17 17 19 14 18 13 15 19 13 14 8 11 17 20 15 17 15 16 16 20 11 21 22 10 17 13 26 12 21 19 13 13 17 19 19 20 11 17 25 18 15 17 20 22 14 32 24 16 20 23 23 21 24 23 23 31 22 29 17 22 15 29 15 21 19 29 25 14 24 22 23 22 27 30 17 27 36 28 20 31 31 33 24 33 36 42 30 42 47 41 61 108 145 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.469395
Pion Efficiency: 0.591417
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 39 5 12 3 3 1 5 6 2 3 1 3 5 0 0 5 3 1 1 5 1 1 1 2 3 4 2 3 1 0 4 1 2 1 1 3 3 3 7 5 2 1 2 3 2 1 2 4 3 3 2 3 2 4 0 3 5 7 2 3 2 4 5 2 5 5 2 5 0 6 7 3 1 3 6 6 3 6 9 4 3 6 7 3 3 9 10 4 7 12 8 5 8 9 9 9 13 9 7 12 9 11 6 9 11 14 20 22 21 25 21 14 15 32 30 30 34 39 53 41 46 52 44 76 121 159 267 470 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 97 38 21 21 27 20 17 12 13 15 16 18 13 11 11 31 15 15 14 10 16 13 13 24 12 19 12 5 16 15 11 18 8 13 13 10 15 11 11 11 17 21 15 16 13 14 13 12 7 10 10 8 12 10 8 18 18 14 10 9 7 9 14 13 23 13 10 19 16 5 12 19 18 19 12 9 14 20 13 21 12 5 10 14 16 18 10 10 9 13 22 13 16 19 20 12 22 14 12 14 23 16 16 19 21 11 20 24 21 22 11 14 19 19 27 18 16 28 20 17 33 37 26 26 39 45 74 120 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.468897
Pion Efficiency: 0.578308
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 4 1 0 1 0 0 1 1 1 2 1 4 1 2 1 0 1 0 1 2 1 0 3 0 1 0 1 2 0 0 0 0 1 1 0 2 1 0 1 0 1 1 0 2 0 0 2 0 1 2 0 0 1 0 0 1 1 2 0 2 0 0 0 0 2 1 1 1 2 1 0 3 2 3 1 1 2 1 1 1 0 2 1 0 4 1 1 2 0 1 1 2 1 3 3 0 8 3 1 3 1 2 5 6 0 6 2 10 2 4 0 7 6 10 5 8 11 13 8 12 18 10 16 26 31 66 148 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 9 8 4 5 7 1 7 5 6 3 2 3 6 3 1 4 0 2 1 1 3 0 4 2 3 4 1 2 2 5 4 0 3 2 3 2 2 5 5 1 5 2 7 1 2 4 5 1 1 0 1 1 5 0 2 2 2 5 8 3 4 8 2 5 6 6 0 2 4 1 4 5 5 2 4 4 4 4 3 3 7 2 4 3 3 7 7 2 5 3 9 4 3 3 2 2 6 5 3 0 5 4 6 5 3 4 4 3 4 4 3 4 9 2 9 11 8 3 2 4 3 11 12 6 18 19 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
Error: 0.47348
Pion Efficiency: 0.622103
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 41 9 13 3 4 1 5 7 3 4 3 4 9 1 2 6 3 2 1 6 3 2 1 5 3 5 2 4 3 0 4 1 2 2 2 3 5 4 7 6 2 2 3 3 4 1 2 6 3 4 4 3 2 5 0 3 6 8 4 3 4 4 5 2 5 7 3 6 1 8 8 3 4 5 9 7 4 8 10 5 4 6 9 4 3 13 11 5 9 12 9 6 10 10 12 12 13 17 10 13 12 12 8 14 17 14 26 24 31 27 25 14 22 38 40 35 42 50 66 49 58 70 54 92 147 190 333 618 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 124 47 29 25 32 27 18 19 18 21 19 20 16 17 14 32 19 15 16 11 17 16 13 28 14 22 16 6 18 17 16 22 8 16 15 13 17 13 16 16 18 26 17 23 14 16 17 17 8 11 10 9 13 15 8 20 20 16 15 17 10 13 22 15 28 19 16 19 18 9 13 23 23 24 14 13 18 24 17 24 15 12 12 18 19 21 17 17 11 18 25 22 20 22 23 14 24 20 17 17 23 21 20 25 26 14 24 28 24 26 15 17 23 28 29 27 27 36 23 19 37 40 37 38 45 63 93 144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.469818
Pion Efficiency: 0.584438
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 28 7 8 6 3 1 2 1 2 0 2 6 4 3 5 4 4 0 2 2 2 4 1 2 4 6 0 1 1 2 6 1 0 1 0 2 2 3 6 3 5 2 2 3 3 0 5 5 0 3 2 4 1 2 3 1 4 1 7 6 4 3 3 5 3 1 4 3 5 3 5 5 7 5 1 8 6 1 7 4 5 9 2 3 4 7 6 8 9 11 6 7 14 6 6 5 10 13 12 11 9 14 11 12 13 15 21 15 24 19 20 17 26 28 34 27 27 41 45 48 57 44 63 75 109 143 277 482 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 82 28 22 16 15 23 18 18 19 13 8 17 15 16 8 12 13 18 15 13 12 12 15 10 15 9 14 13 14 12 9 11 20 11 17 15 5 9 27 10 13 9 6 15 12 11 21 12 10 9 11 10 8 11 13 4 17 10 20 13 18 14 12 9 21 14 16 19 14 12 10 11 15 19 14 19 19 16 12 17 15 14 19 16 13 25 12 11 17 23 10 15 10 25 21 18 8 15 18 27 19 14 14 15 8 11 27 17 13 13 24 23 22 14 23 35 23 25 21 20 31 28 24 37 41 45 80 106 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.46968
Pion Efficiency: 0.575546
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 0 1 2 2 0 0 1 1 2 1 0 0 0 1 0 0 1 0 2 2 1 0 0 0 2 1 0 0 0 0 1 1 2 0 1 0 0 3 1 1 0 1 1 1 0 0 1 0 0 1 2 0 0 0 1 0 2 0 1 1 0 0 0 0 1 2 1 1 0 2 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 3 1 0 0 0 0 2 2 5 2 5 3 3 2 2 1 6 0 5 2 3 6 7 5 6 6 5 11 8 6 10 11 9 10 10 13 20 19 29 44 59 118 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 17 8 8 8 9 2 3 5 6 1 2 5 2 1 1 1 4 1 2 2 2 4 2 5 4 7 4 5 3 7 3 2 1 2 1 3 2 4 5 3 3 6 4 2 4 3 6 6 5 2 1 4 3 2 3 2 1 4 4 3 3 2 5 6 4 4 5 2 1 4 4 1 2 4 2 3 9 5 3 4 4 5 1 2 2 7 3 1 5 2 3 7 2 5 4 5 6 3 3 2 5 5 4 6 6 2 2 1 7 3 8 8 4 4 8 6 6 3 9 5 6 14 11 7 8 9 18 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
Error: 0.469125
Pion Efficiency: 0.555556
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 36 7 9 8 5 1 2 2 3 2 3 6 4 3 6 4 4 1 2 4 4 5 1 2 4 8 1 1 1 2 6 2 1 3 0 3 2 3 9 4 6 2 3 4 4 0 5 6 0 3 3 6 1 2 3 2 4 3 7 7 5 3 3 5 3 2 6 4 6 3 7 6 8 6 2 9 7 2 8 6 6 11 4 4 5 8 9 9 9 11 6 7 16 8 11 7 15 16 15 13 11 15 17 12 18 17 24 21 31 24 26 23 31 39 42 33 37 52 54 58 67 57 83 94 138 187 336 600 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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
 99 36 30 24 24 25 21 23 25 14 10 22 17 17 9 13 17 19 17 15 14 16 17 15 19 16 18 18 17 19 12 13 21 13 18 18 7 13 32 13 16 15 10 17 16 14 27 18 15 11 12 14 11 13 16 6 18 14 24 16 21 16 17 15 25 18 21 21 15 16 14 12 17 23 16 22 28 21 15 21 19 19 20 18 15 32 15 12 22 25 13 22 12 30 25 23 14 18 21 29 24 19 18 21 14 13 29 18 20 16 32 31 26 18 31 41 29 28 30 25 37 42 35 44 49 54 98 137 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.46957
Pion Efficiency: 0.573971
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 59 8 6 2 4 6 3 2 5 2 2 2 2 2 3 4 0 1 0 1 0 2 1 1 2 4 1 1 0 2 1 1 0 3 1 2 0 0 1 3 0 2 1 1 2 2 3 1 1 0 0 4 3 1 0 1 0 3 1 2 2 1 4 1 1 4 0 1 0 1 0 1 0 2 0 2 2 1 2 2 3 2 2 0 3 4 1 4 2 4 0 5 0 4 2 4 4 5 1 2 1 0 6 3 2 2 7 5 2 3 6 4 5 4 4 3 3 7 6 5 3 2 3 4 7 9 7 6 20 11 14 8 9 18 11 15 11 17 5 8 12 13 18 15 13 14 11 10 9 16 14 10 17 11 16 14 10 14 11 8 9 12 16 14 21 18 11 9 18 10 11 11 8 6 7 15 7 7 12 12 13 13 12 10 17 19 16 18 21 15 17 17 19 10 17 20 15 14 20 16 23 16 17 11 24 30 31 24 29 29 30 38 32 41 39 57 41 59 73 83 97 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
Pion Histogram
 135 32 25 19 15 19 15 10 11 13 15 9 15 17 7 7 9 9 6 11 5 12 8 15 7 12 11 9 12 8 9 10 10 12 10 6 9 13 6 8 5 12 9 9 8 5 10 9 5 7 9 11 4 9 8 9 7 8 8 8 10 9 9 8 6 6 10 10 4 9 9 12 6 9 8 15 7 4 4 9 11 6 4 5 12 7 8 7 7 9 7 7 11 7 10 12 14 8 11 8 10 8 9 9 5 15 13 15 8 7 8 7 10 13 14 8 10 16 10 11 13 15 10 8 12 12 16 8 14 14 16 21 22 17 26 20 14 16 15 16 13 14 12 10 16 11 14 13 18 9 13 11 10 11 14 6 8 11 14 13 5 9 13 12 9 8 5 8 7 10 7 9 10 5 8 8 3 7 7 2 5 10 5 7 5 8 4 3 9 6 6 11 4 9 8 5 1 7 10 3 3 6 6 7 3 1 9 9 6 8 8 5 9 7 7 9 6 7 16 13 18 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 0
Error: 0.441398
Pion Efficiency: 0.569487
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 17 5 0 1 4 1 3 0 0 3 1 1 0 0 0 0 1 2 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 0 1 1 0 0 1 1 1 0 0 0 2 0 1 0 1 0 2 0 0 0 1 0 1 1 0 1 0 0 1 0 1 2 2 0 0 2 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 1 2 0 1 2 1 0 0 1 0 1 1 2 2 1 1 0 1 0 2 2 5 2 4 2 5 3 3 1 1 2 4 3 4 4 3 0 0 4 8 4 0 2 2 3 2 2 5 3 4 3 2 4 1 3 1 0 4 5 4 3 2 2 5 2 3 4 3 4 3 2 10 1 3 2 6 2 1 3 2 3 4 4 2 2 4 7 5 8 6 2 2 3 8 3 5 4 4 2 4 6 9 10 5 4 9 11 17 12 10 18 16 19 22 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
Pion Histogram
 30 8 5 7 2 3 6 2 2 2 4 3 1 4 0 3 2 4 5 2 2 4 4 1 1 2 3 1 3 2 0 2 0 1 4 0 4 4 2 3 1 2 1 2 3 2 3 2 2 1 3 4 5 2 3 4 4 1 2 2 1 1 2 1 1 1 4 3 0 2 1 3 5 2 4 1 4 2 1 0 3 2 1 2 1 2 3 5 5 0 4 1 2 2 1 0 8 4 3 2 2 5 0 2 3 0 4 2 2 4 5 3 4 5 1 3 4 2 1 1 1 3 4 10 1 4 3 3 4 6 9 3 3 7 4 4 6 3 3 5 4 3 5 10 6 6 1 6 4 6 1 4 1 2 3 4 3 9 2 3 4 3 3 0 2 1 1 2 0 2 0 0 3 1 0 3 1 1 3 0 1 0 0 1 0 1 2 0 3 1 0 2 3 0 0 1 1 2 3 1 1 1 1 1 1 1 0 2 1 2 0 3 1 1 1 6 2 2 2 1 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
Error: 0.446852
Pion Efficiency: 0.676923
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 76 13 6 3 8 7 6 2 5 5 3 3 2 2 3 4 1 3 1 1 0 3 1 1 2 4 1 2 0 2 1 1 0 5 1 2 0 0 1 3 0 2 1 1 2 2 4 2 2 0 0 4 4 2 0 1 1 4 1 2 3 2 5 1 1 4 2 1 1 1 1 1 2 2 0 2 3 1 3 3 3 3 2 0 4 4 2 6 4 4 0 7 0 4 3 5 4 6 1 2 1 0 6 4 3 2 8 6 4 3 7 6 6 4 4 4 3 8 7 7 5 3 4 4 8 9 9 8 25 13 18 10 14 21 14 16 12 19 9 11 16 17 21 15 13 18 19 14 9 18 16 13 19 13 21 17 14 17 13 12 10 15 17 14 25 23 15 12 20 12 16 13 11 10 10 19 10 9 22 13 16 15 18 12 18 22 18 21 25 19 19 19 23 17 22 28 21 16 22 19 31 19 22 15 28 32 35 30 38 39 35 42 41 52 56 69 51 77 89 102 119 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
Pion Histogram
 165 40 30 26 17 22 21 12 13 15 19 12 16 21 7 10 11 13 11 13 7 16 12 16 8 14 14 10 15 10 9 12 10 13 14 6 13 17 8 11 6 14 10 11 11 7 13 11 7 8 12 15 9 11 11 13 11 9 10 10 11 10 11 9 7 7 14 13 4 11 10 15 11 11 12 16 11 6 5 9 14 8 5 7 13 9 11 12 12 9 11 8 13 9 11 12 22 12 14 10 12 13 9 11 8 15 17 17 10 11 13 10 14 18 15 11 14 18 11 12 14 18 14 18 13 16 19 11 18 20 25 24 25 24 30 24 20 19 18 21 17 17 17 20 22 17 15 19 22 15 14 15 11 13 17 10 11 20 16 16 9 12 16 12 11 9 6 10 7 12 7 9 13 6 8 11 4 8 10 2 6 10 5 8 5 9 6 3 12 7 6 13 7 9 8 6 2 9 13 4 4 7 7 8 4 2 9 11 7 10 8 8 10 8 8 15 8 9 18 14 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 0 0
Error: 0.442495
Pion Efficiency: 0.590021
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 77 14 8 5 6 5 2 3 5 3 5 1 0 1 5 3 4 4 4 5 3 0 2 3 3 2 1 2 4 1 4 1 4 3 1 0 2 0 2 2 0 0 1 0 3 3 4 2 5 4 5 3 1 1 1 7 2 2 2 2 2 1 3 4 2 1 2 5 3 4 3 3 0 5 2 3 4 3 2 4 2 3 2 3 3 2 2 2 5 0 1 1 4 7 3 1 6 2 4 3 3 6 2 5 3 5 6 5 8 7 3 5 4 5 10 5 11 5 5 2 3 10 5 5 10 9 18 10 15 13 14 19 12 13 9 10 9 10 7 15 14 8 9 12 11 15 5 7 12 5 9 16 9 5 7 10 10 10 13 10 8 5 14 10 8 10 11 7 7 11 7 9 14 13 15 18 10 10 10 18 18 12 14 10 12 14 16 13 14 16 14 16 12 6 10 12 16 15 14 20 21 20 20 19 18 25 28 19 32 30 37 31 32 43 36 44 60 65 76 81 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 0 0 0 0
Pion Histogram
 208 58 28 28 34 34 20 16 28 22 19 21 11 14 16 13 19 15 15 16 11 12 11 14 10 19 7 19 11 8 14 15 12 6 9 12 8 4 7 3 8 13 9 11 10 14 9 7 10 11 9 10 9 6 9 15 11 11 11 11 5 10 9 11 8 13 6 13 6 9 12 5 6 7 1 12 10 10 13 12 6 11 10 6 13 5 10 11 6 13 9 6 8 12 14 10 7 8 10 9 6 6 6 6 8 10 7 13 10 15 11 12 12 8 5 9 13 9 8 3 6 9 12 11 18 9 15 13 22 21 16 9 11 16 7 12 15 13 17 11 9 10 10 5 6 6 7 5 5 5 7 2 3 5 5 4 7 2 8 2 5 5 1 8 4 10 4 9 6 7 9 1 5 3 4 6 3 4 1 3 8 9 4 6 4 6 5 4 6 5 6 5 8 4 8 6 4 2 4 5 2 5 6 1 2 5 7 7 3 2 13 4 2 7 8 4 9 15 11 17 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 0 0
Error: 0.433602
Pion Efficiency: 0.597572
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 10 4 2 0 2 2 1 5 2 1 0 0 2 0 3 1 0 1 0 0 0 0 0 0 2 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 2 0 0 1 0 1 0 1 0 2 0 0 0 0 0 2 1 0 2 0 0 1 0 0 1 1 2 1 1 2 0 1 1 0 1 0 0 2 1 2 0 0 1 0 1 1 3 1 3 1 0 1 1 2 1 0 1 2 1 0 0 1 0 0 0 1 0 1 0 2 2 1 3 1 1 1 1 1 4 1 7 6 6 4 2 0 4 4 3 2 5 3 1 5 2 2 3 3 1 4 1 3 3 4 2 1 2 2 3 3 3 2 0 1 3 2 1 2 2 2 2 1 2 1 2 4 3 1 2 4 5 2 2 2 5 3 7 4 1 0 2 4 3 2 4 7 4 0 4 2 5 7 6 9 7 5 4 6 5 4 2 12 3 6 5 12 10 17 7 13 16 12 16 22 24 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
Pion Histogram
 44 9 12 6 9 3 1 10 2 6 9 7 3 7 6 5 4 4 2 4 2 3 4 3 3 6 5 1 0 3 5 3 3 0 4 4 2 4 2 1 2 5 3 3 4 0 2 3 1 4 2 0 2 1 1 1 3 2 1 3 7 5 2 1 2 3 3 3 3 3 6 3 0 2 3 1 1 5 1 2 2 1 1 3 1 1 3 3 1 2 2 0 3 3 1 2 2 3 2 1 2 1 1 4 0 0 1 1 1 2 3 3 4 2 2 3 4 3 0 1 3 2 3 2 2 5 2 4 5 3 3 4 0 5 4 2 3 2 1 1 1 3 1 3 0 0 2 3 2 0 1 1 2 1 3 0 0 2 1 1 1 3 0 1 1 1 0 1 1 2 0 2 2 0 2 0 1 1 1 4 1 2 1 3 1 1 1 0 1 4 1 1 2 5 0 2 1 4 2 1 0 3 1 1 2 0 0 0 2 1 1 3 1 3 2 2 1 3 4 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 0 0 0
Error: 0.426981
Pion Efficiency: 0.521429
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 87 18 10 5 8 7 3 8 7 4 5 1 2 1 8 4 4 5 4 5 3 0 2 3 5 3 1 3 4 1 4 2 4 3 2 0 2 0 2 2 0 1 2 0 3 5 4 2 6 4 6 3 2 1 3 7 2 2 2 2 4 2 3 6 2 1 3 5 3 5 4 5 1 6 4 3 5 4 2 5 2 3 4 4 5 2 2 3 5 1 2 4 5 10 4 1 7 3 6 4 3 7 4 6 3 5 7 5 8 7 4 5 5 5 12 7 12 8 6 3 4 11 6 9 11 16 24 16 19 15 14 23 16 16 11 15 12 11 12 17 16 11 12 13 15 16 8 10 16 7 10 18 11 8 10 13 12 10 14 13 10 6 16 12 10 12 12 9 8 13 11 12 15 15 19 23 12 12 12 23 21 19 18 11 12 16 20 16 16 20 21 20 12 10 12 17 23 21 23 27 26 24 26 24 22 27 40 22 38 35 49 41 49 50 49 60 72 81 98 105 36 0 0 0 0 0 0 0 0 0 0 0 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
 252 67 40 34 43 37 21 26 30 28 28 28 14 21 22 18 23 19 17 20 13 15 15 17 13 25 12 20 11 11 19 18 15 6 13 16 10 8 9 4 10 18 12 14 14 14 11 10 11 15 11 10 11 7 10 16 14 13 12 14 12 15 11 12 10 16 9 16 9 12 18 8 6 9 4 13 11 15 14 14 8 12 11 9 14 6 13 14 7 15 11 6 11 15 15 12 9 11 12 10 8 7 7 10 8 10 8 14 11 17 14 15 16 10 7 12 17 12 8 4 9 11 15 13 20 14 17 17 27 24 19 13 11 21 11 14 18 15 18 12 10 13 11 8 6 6 9 8 7 5 8 3 5 6 8 4 7 4 9 3 6 8 1 9 5 11 4 10 7 9 9 3 7 3 6 6 4 5 2 7 9 11 5 9 5 7 6 4 7 9 7 6 10 9 8 8 5 6 6 6 2 8 7 2 4 5 7 7 5 3 14 7 3 10 10 6 10 18 15 20 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
Error: 0.432286
Pion Efficiency: 0.585834
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 102 13 11 12 7 8 5 6 3 8 5 2 4 3 7 6 3 4 8 4 5 0 8 3 2 1 4 2 1 1 4 3 3 4 3 7 2 3 3 2 2 3 4 2 1 3 4 5 2 4 7 2 5 2 10 2 5 4 9 6 3 5 4 0 4 2 3 4 4 6 3 2 1 3 6 4 2 2 10 2 4 5 5 5 6 3 3 2 5 2 3 8 4 5 3 9 5 10 5 4 5 9 11 5 3 5 4 4 3 4 10 7 10 9 5 7 7 7 3 3 15 16 15 15 14 10 16 12 19 11 15 15 22 12 15 17 12 12 8 10 17 12 13 13 11 18 13 15 5 9 8 14 17 18 17 14 14 9 14 11 10 13 16 7 13 14 8 11 14 14 14 7 11 12 10 20 14 13 16 11 16 17 21 23 14 18 28 23 22 21 29 27 23 35 21 26 28 37 24 27 43 34 38 42 38 32 16 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 0 0 0 0 0 0 0 0 0
Pion Histogram
 340 101 64 52 35 44 28 33 34 22 21 29 21 14 17 22 21 17 12 18 18 12 13 10 11 12 19 13 16 10 10 13 19 11 17 8 5 13 12 9 12 9 8 15 7 10 8 7 6 7 9 6 11 10 6 9 7 5 1 8 9 16 6 7 12 9 11 13 13 9 10 10 5 6 5 11 5 3 8 6 9 8 5 5 6 6 3 5 7 9 7 7 4 10 11 5 4 11 4 6 2 5 10 5 10 3 5 4 11 5 6 5 10 6 5 5 13 9 4 7 11 6 7 8 11 8 11 11 16 15 11 6 9 14 7 7 3 8 9 6 13 7 3 5 5 7 5 7 5 2 6 3 6 8 6 3 9 5 2 5 6 4 6 2 8 1 5 2 1 1 2 1 5 6 4 4 3 3 4 3 3 0 5 3 2 3 6 2 4 5 2 4 4 3 2 4 8 4 6 4 4 5 9 7 7 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.439413
Pion Efficiency: 0.592169
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 17 8 3 2 2 1 2 4 2 1 1 2 2 1 0 0 2 1 1 0 4 0 1 0 0 3 0 1 1 1 2 1 0 3 1 3 1 1 0 1 0 0 1 0 1 2 1 0 1 0 4 1 1 0 3 0 1 0 0 1 0 0 2 0 0 0 0 0 1 0 0 0 1 0 1 1 0 2 1 0 1 0 2 5 0 0 2 1 0 1 0 0 0 1 2 3 5 1 2 1 1 0 0 2 1 1 0 2 3 0 2 2 3 1 2 1 3 2 0 5 3 4 3 2 4 2 5 6 5 4 3 4 2 3 8 2 0 0 1 4 5 5 0 1 4 1 3 2 6 1 1 4 4 3 2 3 4 3 1 5 2 3 3 2 6 1 3 2 4 3 3 2 4 4 3 3 2 1 2 2 5 7 5 5 5 4 9 2 9 8 3 6 2 4 6 7 3 12 12 8 7 5 11 8 15 7 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
Pion Histogram
 99 22 20 13 12 12 11 6 4 6 5 6 8 8 3 6 4 3 5 3 6 5 3 3 7 2 2 1 3 7 1 2 2 4 2 4 3 2 3 6 3 2 4 3 4 1 2 5 4 2 0 3 1 6 0 4 0 1 4 3 2 1 3 2 1 1 2 0 2 2 3 1 2 1 5 0 1 0 1 1 1 2 4 3 3 4 0 2 1 4 4 2 0 1 2 0 2 0 2 1 1 0 0 1 0 2 2 1 2 1 2 2 1 3 0 2 2 1 1 3 2 4 1 2 1 9 3 4 0 2 4 4 3 3 1 1 5 1 3 1 2 0 3 0 2 2 3 1 2 2 0 0 0 0 1 2 0 2 3 1 1 0 0 0 0 0 1 2 1 1 1 0 1 2 2 1 2 1 2 0 1 1 0 2 1 0 0 0 1 0 1 1 1 1 0 2 0 1 0 1 2 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0
Error: 0.431973
Pion Efficiency: 0.568297
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 119 21 14 14 9 9 7 10 5 9 6 4 6 4 7 6 5 5 9 4 9 0 9 3 2 4 4 3 2 2 6 4 3 7 4 10 3 4 3 3 2 3 5 2 2 5 5 5 3 4 11 3 6 2 13 2 6 4 9 7 3 5 6 0 4 2 3 4 5 6 3 2 2 3 7 5 2 4 11 2 5 5 7 10 6 3 5 3 5 3 3 8 4 6 5 12 10 11 7 5 6 9 11 7 4 6 4 6 6 4 12 9 13 10 7 8 10 9 3 8 18 20 18 17 18 12 21 18 24 15 18 19 24 15 23 19 12 12 9 14 22 17 13 14 15 19 16 17 11 10 9 18 21 21 19 17 18 12 15 16 12 16 19 9 19 15 11 13 18 17 17 9 15 16 13 23 16 14 18 13 21 24 26 28 19 22 37 25 31 29 32 33 25 39 27 33 31 49 36 35 50 39 49 50 53 39 20 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 0 0 0 0 0 0 0 0 0
Pion Histogram
 439 123 84 65 47 56 39 39 38 28 26 35 29 22 20 28 25 20 17 21 24 17 16 13 18 14 21 14 19 17 11 15 21 15 19 12 8 15 15 15 15 11 12 18 11 11 10 12 10 9 9 9 12 16 6 13 7 6 5 11 11 17 9 9 13 10 13 13 15 11 13 11 7 7 10 11 6 3 9 7 10 10 9 8 9 10 3 7 8 13 11 9 4 11 13 5 6 11 6 7 3 5 10 6 10 5 7 5 13 6 8 7 11 9 5 7 15 10 5 10 13 10 8 10 12 17 14 15 16 17 15 10 12 17 8 8 8 9 12 7 15 7 6 5 7 9 8 8 7 4 6 3 6 8 7 5 9 7 5 6 7 4 6 2 8 1 6 4 2 2 3 1 6 8 6 5 5 4 6 3 4 1 5 5 3 3 6 2 5 5 3 5 5 4 2 6 8 5 6 5 6 7 10 9 8 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.437935
Pion Efficiency: 0.588276
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 81 10 6 6 5 8 3 5 3 1 5 2 1 2 5 0 1 3 3 4 2 3 2 0 3 5 1 3 2 2 4 6 0 0 1 1 1 3 3 2 2 3 2 0 2 1 1 2 2 0 2 3 4 0 1 1 3 4 3 1 2 3 2 2 2 0 1 0 5 0 4 5 2 1 1 5 6 3 3 3 0 4 0 3 2 1 1 1 2 6 4 2 4 1 1 5 2 6 2 3 2 3 5 0 5 6 7 5 0 5 4 3 8 7 5 4 1 5 3 3 7 5 4 8 6 9 2 10 2 10 11 10 5 9 10 8 10 7 10 6 7 10 8 9 7 10 8 7 12 6 9 9 12 9 6 9 11 14 9 9 5 8 10 5 7 13 9 8 11 14 10 12 13 11 7 6 10 14 9 12 10 20 16 10 14 15 10 16 14 11 23 13 14 11 12 10 12 20 19 14 24 19 28 19 14 24 20 26 26 27 16 33 39 29 34 41 45 34 46 55 56 62 61 62 64 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
Pion Histogram
 194 50 44 23 21 24 35 27 22 18 16 20 17 13 17 17 11 12 23 11 14 12 12 8 14 10 11 12 9 14 20 9 12 9 16 13 9 14 13 13 11 14 6 3 5 3 4 7 16 12 7 5 8 9 6 9 10 14 8 10 8 14 12 8 6 10 11 16 5 5 6 6 8 14 7 9 8 6 8 4 7 6 7 9 11 4 8 6 6 9 6 11 8 10 7 8 8 9 2 9 6 6 7 7 7 9 4 5 11 10 11 9 13 5 14 10 8 14 10 5 10 10 7 18 12 5 8 5 11 7 6 7 13 9 15 13 9 9 4 19 6 12 10 8 6 12 8 7 9 9 11 7 3 9 12 3 7 6 14 4 13 2 5 10 9 4 5 6 3 7 4 5 1 7 4 5 3 4 7 4 7 11 3 5 9 3 5 7 9 4 6 6 3 6 3 9 6 5 6 6 10 4 7 5 6 7 2 7 2 3 5 5 7 6 10 4 9 2 5 11 14 11 11 13 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
Error: 0.432219
Pion Efficiency: 0.585013
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 17 3 1 2 1 0 2 1 1 0 2 1 1 1 0 0 0 0 0 2 1 0 1 0 2 0 0 1 1 0 0 0 1 1 0 0 0 2 0 0 1 1 0 2 1 0 0 1 0 0 1 0 1 0 0 0 0 2 1 0 0 0 1 1 2 0 0 1 0 0 0 1 1 2 0 0 1 0 2 1 0 0 1 3 1 1 1 1 1 0 1 3 0 0 2 0 0 1 1 1 0 0 1 0 0 1 2 1 3 1 0 0 0 0 0 1 1 0 2 2 1 1 1 2 1 1 4 4 3 2 1 0 2 3 4 1 1 2 3 1 2 0 3 1 0 4 4 1 2 0 2 1 0 2 3 2 1 2 3 4 4 2 2 3 3 2 4 3 2 3 6 3 0 6 0 3 1 3 3 0 0 6 4 9 3 3 3 4 5 3 3 4 8 3 4 9 4 4 4 2 1 1 6 4 4 0 5 6 4 14 3 4 5 6 7 7 13 15 11 15 13 10 12 23 19 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
Pion Histogram
 61 9 11 8 4 7 6 1 4 6 6 4 4 3 5 5 4 3 4 0 1 5 4 1 3 6 4 1 4 2 3 3 2 3 6 5 0 1 0 2 4 0 3 2 1 1 2 2 4 3 2 1 3 1 0 3 1 2 5 2 1 0 2 2 1 5 4 1 1 1 3 1 2 2 0 2 2 3 1 2 3 5 0 3 3 4 1 2 3 1 3 2 3 2 1 2 4 4 2 3 2 4 0 1 1 2 2 4 2 0 1 4 1 1 1 2 2 3 0 4 1 0 6 1 2 4 2 2 7 2 2 2 2 3 4 3 5 2 6 5 2 3 2 1 3 5 2 4 2 2 1 1 3 0 5 2 0 3 0 3 3 2 2 2 1 0 2 0 3 1 3 3 0 0 2 2 1 4 0 1 0 2 0 2 0 1 4 2 0 2 0 1 1 0 0 1 2 5 1 3 1 4 1 0 0 2 2 0 1 3 1 1 4 5 0 1 1 0 0 3 2 0 5 2 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
Error: 0.434264
Pion Efficiency: 0.582192
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 98 13 7 8 6 8 5 6 4 1 7 3 2 3 5 0 1 3 3 6 3 3 3 0 5 5 1 4 3 2 4 6 1 1 1 1 1 5 3 2 3 4 2 2 3 1 1 3 2 0 3 3 5 0 1 1 3 6 4 1 2 3 3 3 4 0 1 1 5 0 4 6 3 3 1 5 7 3 5 4 0 4 1 6 3 2 2 2 3 6 5 5 4 1 3 5 2 7 3 4 2 3 6 0 5 7 9 6 3 6 4 3 8 7 5 5 2 5 5 5 8 6 5 10 7 10 6 14 5 12 12 10 7 12 14 9 11 9 13 7 9 10 11 10 7 14 12 8 14 6 11 10 12 11 9 11 12 16 12 13 9 10 12 8 10 15 13 11 13 17 16 15 13 17 7 9 11 17 12 12 10 26 20 19 17 18 13 20 19 14 26 17 22 14 16 19 16 24 23 16 25 20 34 23 18 24 25 32 30 41 19 37 44 35 41 48 58 49 57 70 69 72 73 85 83 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
Pion Histogram
 255 59 55 31 25 31 41 28 26 24 22 24 21 16 22 22 15 15 27 11 15 17 16 9 17 16 15 13 13 16 23 12 14 12 22 18 9 15 13 15 15 14 9 5 6 4 6 9 20 15 9 6 11 10 6 12 11 16 13 12 9 14 14 10 7 15 15 17 6 6 9 7 10 16 7 11 10 9 9 6 10 11 7 12 14 8 9 8 9 10 9 13 11 12 8 10 12 13 4 12 8 10 7 8 8 11 6 9 13 10 12 13 14 6 15 12 10 17 10 9 11 10 13 19 14 9 10 7 18 9 8 9 15 12 19 16 14 11 10 24 8 15 12 9 9 17 10 11 11 11 12 8 6 9 17 5 7 9 14 7 16 4 7 12 10 4 7 6 6 8 7 8 1 7 6 7 4 8 7 5 7 13 3 7 9 4 9 9 9 6 6 7 4 6 3 10 8 10 7 9 11 8 8 5 6 9 4 7 3 6 6 6 11 11 10 5 10 2 5 14 16 11 16 15 11 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
Error: 0.432629
Pion Efficiency: 0.587579
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 85 18 9 12 13 8 8 3 4 3 6 9 4 5 6 3 7 6 7 6 6 4 7 4 3 10 2 4 2 3 0 1 4 5 3 4 8 2 5 5 7 4 2 6 4 5 5 4 6 3 7 5 3 5 8 5 7 2 4 4 2 2 4 3 2 7 5 5 2 6 4 6 5 4 6 2 5 7 1 2 8 4 9 6 4 11 7 3 7 6 6 4 5 4 5 8 3 5 12 7 7 8 8 7 6 6 8 10 12 8 11 8 11 6 12 7 5 9 8 9 13 11 9 8 17 12 16 11 12 14 6 14 11 9 20 14 9 21 15 13 18 14 17 12 8 11 11 16 16 10 13 15 16 9 16 10 8 17 12 10 8 9 14 16 8 15 12 12 8 17 14 18 15 17 12 16 16 13 15 7 20 19 27 23 28 21 17 22 22 25 26 14 20 30 23 20 31 27 10 26 32 26 26 17 13 11 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 326 94 89 52 47 42 43 39 25 32 25 29 19 20 21 23 17 16 15 14 19 30 11 18 22 20 13 15 16 9 8 5 14 17 10 15 14 13 10 11 14 12 10 7 8 10 10 9 4 8 9 14 11 11 13 10 15 10 2 7 11 7 12 4 10 8 14 12 14 7 9 10 8 15 7 6 6 7 5 6 7 6 8 12 7 10 1 4 4 9 6 6 7 3 9 7 5 10 5 9 5 11 6 8 8 8 4 6 2 9 4 7 7 4 8 4 9 14 7 6 9 7 9 10 8 11 10 8 12 9 11 11 8 6 10 10 8 4 4 5 5 4 7 5 2 8 7 2 3 5 5 5 0 2 2 1 3 3 5 2 3 5 2 6 2 6 3 4 3 1 3 2 3 3 5 4 1 3 0 0 0 5 2 4 2 3 4 3 2 4 4 2 4 4 3 6 3 2 2 2 3 4 4 1 4 2 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 0 0 0 0 0 0 0 0 0
Error: 0.441631
Pion Efficiency: 0.584489
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 27 3 5 2 6 2 3 0 4 2 1 5 3 1 0 1 2 0 1 3 2 0 0 1 0 1 1 0 1 1 2 4 0 1 1 1 1 0 2 0 4 3 4 0 0 1 1 2 0 2 1 2 2 2 0 1 1 0 0 2 2 2 3 0 0 2 2 2 2 1 1 1 1 3 1 2 1 2 0 1 0 2 2 1 1 3 5 1 1 0 2 2 0 1 1 1 2 1 1 2 1 0 1 6 4 0 3 1 1 2 2 2 1 5 2 3 4 3 2 3 2 1 4 3 3 5 2 4 1 5 5 6 1 3 1 3 6 2 1 5 0 2 3 3 3 3 3 1 3 4 5 1 1 3 0 2 3 1 1 1 7 2 4 5 9 4 0 4 5 7 7 1 6 5 5 8 2 4 6 4 4 5 5 2 5 3 5 1 2 6 9 1 6 5 4 4 7 6 10 7 5 7 6 7 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 77 16 21 13 6 11 14 13 8 10 9 4 5 5 6 8 4 6 6 5 3 3 6 3 5 4 3 6 2 4 2 3 5 0 0 4 6 5 4 3 3 1 0 2 3 1 2 1 1 4 2 2 1 3 0 4 2 4 2 0 2 4 5 2 1 1 0 2 2 1 2 0 3 3 1 4 2 0 2 0 0 2 2 3 1 2 1 2 3 1 1 5 0 3 1 0 1 1 2 2 1 2 0 1 1 1 4 1 2 2 2 1 1 0 1 0 2 0 0 1 3 3 2 4 4 0 2 1 2 1 2 4 1 4 0 0 3 1 0 1 2 2 4 0 5 2 1 1 1 3 1 3 3 0 2 1 2 2 1 1 1 1 0 1 0 2 0 1 0 2 0 0 0 0 0 3 1 2 0 0 2 0 0 0 1 0 0 1 0 1 0 1 0 0 3 2 0 1 2 0 0 1 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.46324
Pion Efficiency: 0.645161
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 112 21 14 14 19 10 11 3 8 5 7 14 7 6 6 4 9 6 8 9 8 4 7 5 3 11 3 4 3 4 2 5 4 6 4 5 9 2 7 5 11 7 6 6 4 6 6 6 6 5 8 7 5 7 8 6 8 2 4 6 4 4 7 3 2 9 7 7 4 7 5 7 6 7 7 4 6 9 1 3 8 6 11 7 5 14 12 4 8 6 8 6 5 5 6 9 5 6 13 9 8 8 9 13 10 6 11 11 13 10 13 10 12 11 14 10 9 12 10 12 15 12 13 11 20 17 18 15 13 19 11 20 12 12 21 17 15 23 16 18 18 16 20 15 11 14 14 17 19 14 18 16 17 12 16 12 11 18 13 11 15 11 18 21 17 19 12 16 13 24 21 19 21 22 17 24 18 17 21 11 24 24 32 25 33 24 22 23 24 31 35 15 26 35 27 24 38 33 20 33 37 33 32 24 16 13 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 403 110 110 65 53 53 57 52 33 42 34 33 24 25 27 31 21 22 21 19 22 33 17 21 27 24 16 21 18 13 10 8 19 17 10 19 20 18 14 14 17 13 10 9 11 11 12 10 5 12 11 16 12 14 13 14 17 14 4 7 13 11 17 6 11 9 14 14 16 8 11 10 11 18 8 10 8 7 7 6 7 8 10 15 8 12 2 6 7 10 7 11 7 6 10 7 6 11 7 11 6 13 6 9 9 9 8 7 4 11 6 8 8 4 9 4 11 14 7 7 12 10 11 14 12 11 12 9 14 10 13 15 9 10 10 10 11 5 4 6 7 6 11 5 7 10 8 3 4 8 6 8 3 2 4 2 5 5 6 3 4 6 2 7 2 8 3 5 3 3 3 2 3 3 5 7 2 5 0 0 2 5 2 4 3 3 4 4 2 5 4 3 4 4 6 8 3 3 4 2 3 5 8 1 4 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.446038
Pion Efficiency: 0.598046
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 75 22 12 11 8 9 10 8 5 6 7 7 6 3 2 3 8 5 2 4 8 5 4 7 5 6 3 2 1 4 2 1 7 7 3 4 2 2 3 1 5 4 4 9 5 7 5 5 3 4 5 4 8 7 7 8 4 3 1 7 2 6 9 4 3 3 6 4 2 3 4 2 4 3 7 6 7 4 11 6 4 5 2 4 6 4 5 4 6 5 7 5 10 4 2 5 9 2 3 14 10 9 9 8 9 6 7 15 9 4 6 8 15 6 10 8 12 14 9 14 7 5 13 11 14 12 25 17 10 9 16 12 12 12 12 13 12 20 8 13 15 12 13 9 14 6 14 13 11 14 8 10 10 12 10 13 12 12 5 12 5 8 13 10 9 11 10 8 12 11 9 14 10 11 14 18 18 10 18 15 13 19 13 13 15 14 21 22 13 24 12 24 18 17 24 14 31 18 22 29 26 23 21 26 19 31 27 24 30 21 13 7 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 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 281 89 83 68 39 47 36 40 31 30 24 23 31 19 19 22 25 21 15 20 23 23 24 16 15 10 13 12 15 17 16 16 21 9 6 10 12 12 15 9 10 16 10 7 9 9 15 9 11 9 7 5 14 12 11 12 10 9 6 7 8 13 6 8 8 7 10 12 4 13 7 7 4 6 11 11 10 7 10 6 5 3 7 13 6 10 9 11 8 8 6 5 6 3 2 7 8 12 9 12 3 4 5 4 5 14 5 7 5 7 2 6 8 5 10 10 8 8 8 8 13 7 12 5 7 9 6 11 9 9 11 11 8 3 7 5 10 3 5 7 9 10 5 3 5 3 5 5 4 4 6 5 6 2 5 1 4 2 1 3 2 4 5 5 3 7 0 2 0 3 1 2 1 5 2 3 3 2 4 4 2 3 2 4 3 4 3 2 2 0 2 2 3 2 2 2 2 1 3 5 6 1 7 3 4 3 4 3 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.440989
Pion Efficiency: 0.580575
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 15 5 4 0 3 3 4 4 1 3 0 1 2 0 4 0 0 2 0 1 2 1 4 0 0 1 1 0 1 1 1 2 0 2 2 2 0 1 3 1 4 1 0 0 1 1 1 1 0 1 2 1 0 1 3 1 1 1 1 3 0 2 0 2 0 1 1 0 1 1 0 0 4 2 3 0 1 2 2 2 2 5 1 1 1 2 1 2 1 2 2 1 2 1 2 1 1 1 0 4 3 2 3 1 0 2 2 3 1 1 2 0 3 5 2 5 4 5 2 5 5 4 1 2 0 3 2 3 2 2 3 7 7 4 1 2 7 4 1 2 3 5 3 4 5 5 2 5 4 3 3 5 0 2 3 3 2 3 4 2 1 3 4 2 1 3 5 1 5 3 3 0 0 6 8 6 3 2 3 9 4 2 4 4 2 6 4 4 3 3 6 4 0 5 8 3 1 7 2 6 9 4 6 4 4 5 4 5 10 2 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 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 76 19 20 10 15 9 6 10 7 13 9 5 9 7 6 3 5 4 4 3 6 4 9 4 4 5 3 2 6 3 2 6 0 4 3 1 4 4 3 2 3 4 1 4 1 0 2 3 3 3 7 3 2 1 1 1 2 1 0 3 3 1 1 3 1 1 6 3 1 2 2 4 3 1 1 1 0 2 3 4 2 0 3 4 1 2 2 1 0 4 3 0 1 3 4 1 0 0 2 1 1 1 3 3 3 0 2 1 2 2 2 2 1 2 3 2 1 0 2 2 3 3 3 1 2 0 3 6 3 0 4 2 0 0 2 1 1 2 2 1 0 1 0 3 1 1 1 3 1 2 2 1 0 2 1 2 0 0 1 1 0 2 0 1 0 0 0 0 0 0 1 0 1 2 2 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 0 1 1 0 0 1 2 2 2 1 0 0 2 2 1 0 2 3 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.447887
Pion Efficiency: 0.568421
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 90 27 16 11 11 12 14 12 6 9 7 8 8 3 6 3 8 7 2 5 10 6 8 7 5 7 4 2 2 5 3 3 7 9 5 6 2 3 6 2 9 5 4 9 6 8 6 6 3 5 7 5 8 8 10 9 5 4 2 10 2 8 9 6 3 4 7 4 3 4 4 2 8 5 10 6 8 6 13 8 6 10 3 5 7 6 6 6 7 7 9 6 12 5 4 6 10 3 3 18 13 11 12 9 9 8 9 18 10 5 8 8 18 11 12 13 16 19 11 19 12 9 14 13 14 15 27 20 12 11 19 19 19 16 13 15 19 24 9 15 18 17 16 13 19 11 16 18 15 17 11 15 10 14 13 16 14 15 9 14 6 11 17 12 10 14 15 9 17 14 12 14 10 17 22 24 21 12 21 24 17 21 17 17 17 20 25 26 16 27 18 28 18 22 32 17 32 25 24 35 35 27 27 30 23 36 31 29 40 23 16 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 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 357 108 103 78 54 56 42 50 38 43 33 28 40 26 25 25 30 25 19 23 29 27 33 20 19 15 16 14 21 20 18 22 21 13 9 11 16 16 18 11 13 20 11 11 10 9 17 12 14 12 14 8 16 13 12 13 12 10 6 10 11 14 7 11 9 8 16 15 5 15 9 11 7 7 12 12 10 9 13 10 7 3 10 17 7 12 11 12 8 12 9 5 7 6 6 8 8 12 11 13 4 5 8 7 8 14 7 8 7 9 4 8 9 7 13 12 9 8 10 10 16 10 15 6 9 9 9 17 12 9 15 13 8 3 9 6 11 5 7 8 9 11 5 6 6 4 6 8 5 6 8 6 6 4 6 3 4 2 2 4 2 6 5 6 3 7 0 2 0 3 2 2 2 7 4 4 3 2 4 5 2 4 2 4 4 4 4 2 3 0 2 3 4 2 2 3 4 3 5 6 6 1 9 5 5 3 6 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.442378
Pion Efficiency: 0.580251
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 128 12 9 10 5 11 3 4 5 5 5 5 1 2 2 8 2 3 3 4 8 6 3 5 1 4 5 3 3 6 4 2 3 7 3 4 2 4 0 7 7 2 2 2 8 2 5 3 3 0 3 4 1 3 2 1 2 6 3 4 6 3 4 4 2 4 4 3 7 5 6 1 9 3 4 1 3 3 5 5 5 5 5 8 4 6 3 4 5 5 7 4 6 5 5 5 10 2 6 9 5 6 4 4 5 8 9 4 7 3 6 4 10 12 5 7 10 7 7 11 11 6 15 9 10 14 16 15 7 15 12 15 13 12 12 14 10 13 17 17 3 10 4 13 11 9 11 7 9 9 12 12 8 12 10 6 14 6 10 13 8 8 13 13 8 11 5 8 8 9 13 14 12 10 18 13 15 11 8 12 8 8 12 15 10 11 15 8 14 10 8 10 29 10 14 16 20 15 15 18 22 18 17 30 15 17 20 18 25 27 22 23 24 36 32 19 37 34 33 30 18 11 0 0 0 0 0 0 0 0 0 0 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
 411 94 73 48 43 41 42 36 25 22 31 21 18 17 17 25 19 17 20 20 15 6 17 17 18 14 9 10 8 14 15 15 11 22 18 5 12 9 10 7 11 7 10 8 12 13 11 3 10 11 13 16 4 10 12 3 11 4 15 4 8 10 4 14 3 7 7 6 13 6 5 7 15 5 7 9 6 7 10 9 5 7 7 7 3 6 3 8 5 4 9 2 4 4 8 4 7 9 6 7 4 3 2 6 3 4 3 5 9 4 7 3 7 3 8 6 10 5 8 9 5 3 8 9 6 15 11 7 17 5 11 10 3 2 7 7 4 10 7 4 9 3 6 5 3 7 8 4 3 2 3 3 5 1 4 3 5 3 7 5 6 3 1 0 2 2 4 3 5 8 2 2 1 3 2 3 4 2 1 3 1 5 4 2 3 0 2 2 1 1 3 1 1 3 2 4 4 1 1 4 7 2 1 6 3 1 6 2 5 7 3 1 3 5 2 5 8 5 7 3 3 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 0
Error: 0.435744
Pion Efficiency: 0.579223
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 30 6 3 3 3 1 1 1 4 1 0 1 0 1 1 0 0 2 0 1 1 1 0 1 1 1 1 0 1 2 1 2 1 0 2 0 1 2 2 0 1 1 1 2 0 0 1 1 1 2 0 1 1 1 2 1 0 1 2 1 1 2 0 1 0 0 1 1 1 0 0 1 1 1 1 0 1 1 1 2 2 0 2 0 1 0 0 1 1 1 1 0 0 1 2 0 2 1 1 1 3 1 2 1 0 4 1 1 1 1 1 4 0 1 2 2 0 3 1 1 2 5 4 2 1 3 5 7 2 5 4 4 2 3 3 2 4 3 5 2 1 2 3 3 1 3 5 5 0 4 3 1 2 3 2 1 3 4 1 2 5 2 3 2 0 1 1 4 2 3 2 5 2 1 8 1 2 2 1 5 4 1 2 3 4 3 4 3 4 2 6 1 3 3 1 8 3 5 5 0 5 4 5 7 4 5 5 4 7 6 9 4 5 5 6 3 11 9 13 12 9 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 99 23 24 20 15 9 12 7 4 12 8 2 6 6 4 8 5 3 2 2 4 3 4 5 7 2 4 3 3 2 1 2 4 2 2 3 2 1 3 4 5 1 2 1 2 0 0 2 1 6 2 2 1 3 2 2 3 0 0 2 4 2 3 2 1 5 3 0 0 1 1 0 1 3 1 5 3 4 1 1 1 2 1 2 1 3 2 0 0 3 3 3 0 3 2 0 1 4 1 0 2 1 0 1 0 1 0 1 0 3 2 1 3 4 1 1 2 3 2 1 0 1 4 1 2 0 2 1 3 1 2 6 1 2 2 1 2 2 1 3 2 1 2 3 1 0 1 0 1 0 3 1 2 1 1 1 2 0 0 2 1 2 0 0 2 0 0 2 1 0 0 0 1 0 0 2 0 2 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 1 2 2 0 0 0 0 0 1 1 0 0 2 1 0 4 0 1 1 2 0 2 0 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 0
Error: 0.432793
Pion Efficiency: 0.58087
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 158 18 12 13 8 12 4 5 9 6 5 6 1 3 3 8 2 5 3 5 9 7 3 6 2 5 6 3 4 8 5 4 4 7 5 4 3 6 2 7 8 3 3 4 8 2 6 4 4 2 3 5 2 4 4 2 2 7 5 5 7 5 4 5 2 4 5 4 8 5 6 2 10 4 5 1 4 4 6 7 7 5 7 8 5 6 3 5 6 6 8 4 6 6 7 5 12 3 7 10 8 7 6 5 5 12 10 5 8 4 7 8 10 13 7 9 10 10 8 12 13 11 19 11 11 17 21 22 9 20 16 19 15 15 15 16 14 16 22 19 4 12 7 16 12 12 16 12 9 13 15 13 10 15 12 7 17 10 11 15 13 10 16 15 8 12 6 12 10 12 15 19 14 11 26 14 17 13 9 17 12 9 14 18 14 14 19 11 18 12 14 11 32 13 15 24 23 20 20 18 27 22 22 37 19 22 25 22 32 33 31 27 29 41 38 22 48 43 46 42 27 11 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
Pion Histogram
 510 117 97 68 58 50 54 43 29 34 39 23 24 23 21 33 24 20 22 22 19 9 21 22 25 16 13 13 11 16 16 17 15 24 20 8 14 10 13 11 16 8 12 9 14 13 11 5 11 17 15 18 5 13 14 5 14 4 15 6 12 12 7 16 4 12 10 6 13 7 6 7 16 8 8 14 9 11 11 10 6 9 8 9 4 9 5 8 5 7 12 5 4 7 10 4 8 13 7 7 6 4 2 7 3 5 3 6 9 7 9 4 10 7 9 7 12 8 10 10 5 4 12 10 8 15 13 8 20 6 13 16 4 4 9 8 6 12 8 7 11 4 8 8 4 7 9 4 4 2 6 4 7 2 5 4 7 3 7 7 7 5 1 0 4 2 4 5 6 8 2 2 2 3 2 5 4 4 2 4 1 5 5 3 3 0 3 3 1 1 3 1 1 3 2 5 4 2 2 6 9 2 1 6 3 1 7 3 5 7 5 2 3 9 2 6 9 7 7 5 3 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
Error: 0.435155
Pion Efficiency: 0.584787
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 122 14 15 6 9 9 4 4 5 4 8 5 7 3 1 1 3 2 6 4 1 3 6 2 2 0 3 3 5 4 7 5 1 4 4 2 0 5 1 2 4 4 3 4 7 3 5 4 3 1 6 4 5 4 4 2 6 2 2 1 3 3 2 4 0 7 3 6 3 3 4 5 4 3 5 1 2 7 1 5 2 4 6 4 3 4 5 4 4 3 6 1 7 4 3 2 2 3 1 4 6 4 0 5 7 5 7 4 6 3 3 5 4 2 6 8 6 11 2 7 6 7 8 6 6 12 4 4 6 3 5 8 6 12 5 5 8 10 5 15 6 5 4 10 8 8 12 15 13 15 7 9 6 7 9 10 11 8 10 6 5 10 7 8 13 8 6 15 8 9 11 12 12 9 11 9 18 9 13 8 10 9 12 6 5 6 5 12 11 7 9 5 17 10 15 10 11 19 12 12 13 18 16 18 10 14 13 16 15 20 21 20 25 14 23 16 26 26 15 29 43 26 25 39 39 30 34 46 46 69 43 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
Pion Histogram
 399 100 69 49 38 42 42 39 27 24 27 30 29 13 21 13 17 12 8 23 13 21 11 21 16 11 14 11 9 12 7 13 9 8 19 9 7 12 8 8 2 6 13 7 9 7 9 9 7 6 5 5 11 9 5 16 5 7 9 0 7 8 5 6 7 2 10 2 7 11 7 5 3 6 6 5 9 11 2 6 9 11 3 5 4 11 6 5 7 4 11 3 4 8 9 9 9 10 4 7 11 3 3 4 9 5 5 6 8 3 7 4 5 3 6 4 4 8 5 8 2 4 5 4 6 3 6 0 4 6 4 5 6 5 5 6 8 6 8 7 9 4 8 5 8 4 9 9 7 6 6 6 5 2 3 5 4 7 7 10 8 7 8 5 3 5 3 5 5 9 5 5 7 5 5 4 4 0 5 3 1 3 4 7 4 2 3 2 5 3 2 4 5 5 2 2 0 5 3 9 1 5 4 1 3 2 3 5 3 4 5 3 2 3 3 6 3 1 4 1 1 4 6 4 7 4 1 9 6 5 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
Error: 0.432322
Pion Efficiency: 0.59529
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 34 3 1 2 0 2 1 2 2 3 1 1 0 0 0 1 0 0 1 1 2 2 0 0 2 1 0 0 0 2 2 2 0 0 2 0 2 0 0 0 1 1 0 0 0 0 1 0 1 0 2 0 0 3 0 1 1 0 0 5 1 1 0 0 1 2 0 0 0 0 0 0 2 1 1 0 0 0 1 1 0 1 2 1 2 0 1 1 3 1 2 2 0 2 1 0 1 1 1 3 0 2 0 1 2 1 4 1 2 0 2 1 4 2 2 0 1 0 3 2 1 1 1 4 3 0 2 3 1 1 0 3 1 1 1 2 2 2 3 2 2 1 8 6 1 1 1 1 0 3 1 3 2 2 2 4 4 1 6 2 3 3 4 1 1 1 1 4 4 0 1 4 0 2 3 2 1 4 4 1 2 3 3 4 0 0 5 2 0 0 2 2 3 4 2 1 1 3 4 2 2 1 2 5 3 5 2 5 3 4 4 2 2 11 4 6 7 3 7 6 8 8 4 4 14 10 11 21 9 22 11 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
 116 23 16 13 4 11 12 6 6 4 4 6 4 2 2 7 0 5 5 3 4 4 2 1 2 4 4 3 2 5 4 2 3 2 4 0 1 2 0 2 3 2 3 3 4 3 1 2 1 1 3 1 1 2 0 0 1 2 5 0 0 2 3 2 2 0 1 1 3 0 2 2 4 0 0 0 0 0 1 4 1 2 1 0 0 0 0 2 1 2 1 2 2 3 1 3 0 3 0 0 1 1 2 4 4 1 3 1 2 1 4 2 1 4 3 2 3 3 1 0 1 1 3 1 3 3 1 1 0 2 3 0 1 3 0 1 1 3 1 0 2 1 2 0 4 4 1 2 2 1 4 0 2 1 0 0 3 4 2 1 0 1 1 2 1 1 0 1 2 0 0 2 1 1 1 2 1 0 0 2 1 1 1 3 2 0 0 0 1 0 2 1 1 1 1 2 0 0 0 0 1 2 0 0 0 3 0 0 3 0 1 1 2 0 1 0 0 2 2 1 0 0 2 3 4 2 0 5 2 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
Error: 0.438963
Pion Efficiency: 0.570681
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 156 17 16 8 9 11 5 6 7 7 9 6 7 3 1 2 3 2 7 5 3 5 6 2 4 1 3 3 5 6 9 7 1 4 6 2 2 5 1 2 5 5 3 4 7 3 6 4 4 1 8 4 5 7 4 3 7 2 2 6 4 4 2 4 1 9 3 6 3 3 4 5 6 4 6 1 2 7 2 6 2 5 8 5 5 4 6 5 7 4 8 3 7 6 4 2 3 4 2 7 6 6 0 6 9 6 11 5 8 3 5 6 8 4 8 8 7 11 5 9 7 8 9 10 9 12 6 7 7 4 5 11 7 13 6 7 10 12 8 17 8 6 12 16 9 9 13 16 13 18 8 12 8 9 11 14 15 9 16 8 8 13 11 9 14 9 7 19 12 9 12 16 12 11 14 11 19 13 17 9 12 12 15 10 5 6 10 14 11 7 11 7 20 14 17 11 12 22 16 14 15 19 18 23 13 19 15 21 18 24 25 22 27 25 27 22 33 29 22 35 51 34 29 43 53 40 45 67 55 91 54 9 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
 515 123 85 62 42 53 54 45 33 28 31 36 33 15 23 20 17 17 13 26 17 25 13 22 18 15 18 14 11 17 11 15 12 10 23 9 8 14 8 10 5 8 16 10 13 10 10 11 8 7 8 6 12 11 5 16 6 9 14 0 7 10 8 8 9 2 11 3 10 11 9 7 7 6 6 5 9 11 3 10 10 13 4 5 4 11 6 7 8 6 12 5 6 11 10 12 9 13 4 7 12 4 5 8 13 6 8 7 10 4 11 6 6 7 9 6 7 11 6 8 3 5 8 5 9 6 7 1 4 8 7 5 7 8 5 7 9 9 9 7 11 5 10 5 12 8 10 11 9 7 10 6 7 3 3 5 7 11 9 11 8 8 9 7 4 6 3 6 7 9 5 7 8 6 6 6 5 0 5 5 2 4 5 10 6 2 3 2 6 3 4 5 6 6 3 4 0 5 3 9 2 7 4 1 3 5 3 5 6 4 6 4 4 3 4 6 3 3 6 2 1 4 8 7 11 6 1 14 8 7 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
Error: 0.433659
Pion Efficiency: 0.588974
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 97 9 9 8 4 6 2 3 3 5 2 7 4 4 6 4 2 2 3 2 5 5 1 8 2 2 2 1 4 5 0 6 3 5 4 2 4 1 1 1 3 1 5 2 4 1 4 1 2 4 3 3 2 4 3 3 9 1 1 7 3 5 1 2 3 4 7 6 3 2 3 4 1 4 1 2 5 4 3 1 3 2 1 1 1 5 8 3 3 6 5 6 4 5 4 3 3 10 9 6 4 7 9 6 5 7 4 7 7 6 2 9 6 7 12 4 8 14 9 7 11 9 9 8 10 6 13 14 19 22 22 16 21 16 8 12 15 11 21 18 18 14 18 15 16 19 12 10 11 13 15 15 11 12 14 11 12 6 15 6 7 14 15 15 8 16 4 8 15 10 15 11 23 13 7 12 18 14 17 12 21 16 13 15 26 18 16 13 19 26 13 22 20 18 22 16 23 19 16 15 25 27 19 23 34 20 31 31 34 27 44 25 29 11 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 0 0
Pion Histogram
 262 59 58 40 39 40 26 25 28 28 15 16 33 14 25 17 16 9 25 14 26 16 14 17 13 14 16 13 11 10 11 17 9 16 11 11 16 15 17 15 13 15 1 11 7 11 10 4 11 12 14 10 9 10 9 12 11 14 13 7 4 5 9 5 7 9 8 9 10 9 8 9 6 9 10 15 11 10 7 9 18 7 8 10 11 10 4 10 11 9 11 4 7 10 6 5 15 5 13 10 6 14 5 10 7 8 7 5 9 5 13 6 11 10 5 10 3 6 13 8 7 5 12 5 6 11 18 10 18 13 15 14 11 13 10 12 9 5 6 7 8 7 5 12 6 7 10 6 4 6 3 7 1 4 4 5 2 3 1 3 0 9 4 5 5 7 3 4 4 4 3 3 4 6 4 3 3 4 2 2 2 2 1 2 2 3 2 0 4 1 3 7 1 4 6 5 1 4 4 4 4 1 0 3 7 3 6 2 4 3 1 8 6 1 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 0 0 0 0 0 0 0 0
Error: 0.431665
Pion Efficiency: 0.59503
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 26 8 2 2 2 2 1 3 1 0 1 0 1 0 0 1 1 2 0 0 1 1 0 0 1 0 0 1 0 1 1 0 1 1 0 0 0 0 3 1 0 0 0 0 1 1 1 2 0 1 1 0 1 1 0 0 0 1 2 3 1 1 2 1 3 0 1 0 0 1 2 0 3 0 2 1 2 2 1 0 0 0 0 1 3 1 1 1 2 1 0 2 1 0 1 1 0 1 1 1 1 0 0 2 0 3 0 2 0 0 2 5 2 2 5 2 3 0 2 0 2 1 2 1 4 3 3 5 5 5 3 6 5 6 5 2 2 4 3 7 1 6 2 2 3 1 4 3 5 4 1 3 3 1 10 4 4 4 2 5 2 3 6 2 2 2 3 5 2 8 3 1 1 3 3 3 2 6 2 4 4 4 2 5 6 2 2 2 6 4 1 2 3 4 1 2 5 7 7 3 8 6 8 8 4 8 13 9 10 7 15 4 6 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 0 0 0 0 0 0 0 0 0
Pion Histogram
 77 11 11 18 10 7 11 6 7 8 9 5 9 5 4 2 3 2 4 4 10 3 2 5 5 2 7 4 1 3 3 2 2 3 2 3 3 2 3 4 3 7 5 3 3 2 6 1 0 3 3 2 0 4 1 3 2 4 2 1 1 2 3 2 2 1 1 4 2 2 3 1 1 2 0 4 1 4 1 2 0 4 3 2 3 1 6 3 1 1 2 2 0 3 0 0 2 1 1 1 2 2 1 1 2 0 1 2 1 4 1 1 1 1 0 3 2 1 1 3 2 2 1 6 2 3 1 2 5 4 1 7 1 4 0 2 1 1 6 1 1 1 3 2 5 0 2 1 1 0 2 0 2 2 0 3 0 0 2 3 2 2 0 5 0 0 1 1 0 1 1 1 2 0 0 0 1 0 0 0 2 1 2 1 0 0 2 0 0 0 0 0 0 0 1 1 2 2 1 1 1 2 1 0 0 0 1 1 4 0 2 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 0 0 0 0 0 0 0 0 0 0 0
Error: 0.435058
Pion Efficiency: 0.61014
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 123 17 11 10 6 8 3 6 4 5 3 7 5 4 6 5 3 4 3 2 6 6 1 8 3 2 2 2 4 6 1 6 4 6 4 2 4 1 4 2 3 1 5 2 5 2 5 3 2 5 4 3 3 5 3 3 9 2 3 10 4 6 3 3 6 4 8 6 3 3 5 4 4 4 3 3 7 6 4 1 3 2 1 2 4 6 9 4 5 7 5 8 5 5 5 4 3 11 10 7 5 7 9 8 5 10 4 9 7 6 4 14 8 9 17 6 11 14 11 7 13 10 11 9 14 9 16 19 24 27 25 22 26 22 13 14 17 15 24 25 19 20 20 17 19 20 16 13 16 17 16 18 14 13 24 15 16 10 17 11 9 17 21 17 10 18 7 13 17 18 18 12 24 16 10 15 20 20 19 16 25 20 15 20 32 20 18 15 25 30 14 24 23 22 23 18 28 26 23 18 33 33 27 31 38 28 44 40 44 34 59 29 35 14 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 0 0
Pion Histogram
 339 70 69 58 49 47 37 31 35 36 24 21 42 19 29 19 19 11 29 18 36 19 16 22 18 16 23 17 12 13 14 19 11 19 13 14 19 17 20 19 16 22 6 14 10 13 16 5 11 15 17 12 9 14 10 15 13 18 15 8 5 7 12 7 9 10 9 13 12 11 11 10 7 11 10 19 12 14 8 11 18 11 11 12 14 11 10 13 12 10 13 6 7 13 6 5 17 6 14 11 8 16 6 11 9 8 8 7 10 9 14 7 12 11 5 13 5 7 14 11 9 7 13 11 8 14 19 12 23 17 16 21 12 17 10 14 10 6 12 8 9 8 8 14 11 7 12 7 5 6 5 7 3 6 4 8 2 3 3 6 2 11 4 10 5 7 4 5 4 5 4 4 6 6 4 3 4 4 2 2 4 3 3 3 2 3 4 0 4 1 3 7 1 4 7 6 3 6 5 5 5 3 1 3 7 3 7 3 8 3 3 11 6 1 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 0 0 0 0 0 0 0 0
Error: 0.432346
Pion Efficiency: 0.587927
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 93 24 11 3 8 6 3 3 5 3 2 5 9 3 3 4 2 2 3 4 2 2 0 2 4 1 3 3 3 3 1 2 1 3 3 0 5 2 4 1 5 3 3 0 5 4 4 4 4 2 2 2 4 6 3 3 4 6 3 3 0 0 1 3 2 1 2 4 2 0 5 4 5 2 4 0 2 4 4 1 6 3 5 1 4 2 3 4 4 5 9 3 5 4 1 6 2 1 3 6 5 4 3 4 6 4 5 2 7 8 8 6 2 8 3 4 2 7 5 6 10 7 9 6 10 3 7 7 10 11 8 6 10 7 6 9 9 7 5 12 8 7 7 8 8 12 6 5 11 4 10 11 13 9 8 13 13 10 12 12 5 4 8 5 9 13 12 10 8 12 13 14 5 7 12 12 13 12 10 14 13 9 12 9 9 15 12 15 10 8 10 13 13 9 8 3 8 13 16 17 13 15 12 24 18 9 14 22 22 15 20 18 28 28 24 29 20 18 23 27 31 25 29 36 47 36 41 50 33 55 41 15 1 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
 230 65 53 41 36 30 33 32 33 29 23 20 22 15 21 22 20 15 24 20 15 25 14 9 15 10 14 18 7 6 12 15 19 10 15 14 13 10 12 11 18 15 15 10 15 16 11 5 6 5 7 10 13 12 11 11 10 9 8 12 4 11 8 13 9 8 7 9 11 6 12 8 10 7 9 11 12 4 14 11 9 5 11 7 5 3 7 10 2 4 12 4 6 8 10 5 11 6 8 6 6 9 11 10 7 9 10 4 10 3 9 8 3 9 5 10 6 2 14 7 8 12 8 6 7 5 3 10 5 10 11 12 10 8 7 3 12 3 4 5 9 5 7 4 8 2 6 5 8 6 7 4 7 3 6 6 8 4 4 1 4 4 5 3 3 6 5 4 7 7 5 6 3 4 2 7 3 10 3 5 5 4 5 2 2 0 5 6 5 3 4 3 3 5 1 7 4 3 3 2 2 2 6 2 1 3 1 3 6 6 2 1 3 6 3 5 2 2 4 3 3 5 6 9 5 5 10 5 9 8 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
Error: 0.427151
Pion Efficiency: 0.607127
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 14 5 1 2 0 2 1 1 2 1 0 2 3 0 1 1 1 0 1 1 0 1 2 0 0 3 3 0 1 2 0 0 1 0 0 1 3 1 3 0 0 2 2 2 1 1 1 1 3 0 0 1 0 0 1 1 1 1 1 0 0 3 0 1 2 0 1 0 1 3 2 0 0 1 2 0 0 0 0 2 1 1 0 1 2 2 2 1 0 0 3 0 3 0 0 1 1 0 3 1 0 0 1 2 2 2 1 1 1 0 2 3 2 1 0 1 2 0 1 1 1 1 0 2 1 2 1 0 5 2 3 2 3 0 2 1 3 2 2 0 1 1 2 2 4 3 3 3 4 6 1 0 2 4 1 0 6 4 5 0 2 2 3 3 0 2 5 4 6 2 3 4 1 3 3 0 1 0 1 3 5 2 1 3 0 3 3 2 3 4 3 3 4 2 4 3 4 2 4 2 3 4 7 3 3 5 5 6 4 4 1 5 9 5 7 4 1 5 10 5 5 13 8 13 10 11 9 15 11 7 11 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
Pion Histogram
 63 17 13 11 11 7 13 9 6 2 7 11 10 4 5 5 7 3 3 4 5 7 4 2 5 2 4 4 4 2 5 2 1 5 2 4 6 1 3 3 1 1 2 1 4 1 0 1 2 0 1 4 1 2 3 2 2 3 4 1 0 3 1 2 1 3 2 1 0 4 0 4 5 2 3 1 1 4 2 0 2 0 5 6 0 0 2 4 0 2 1 1 0 0 2 2 0 2 0 3 3 0 1 3 1 1 2 2 3 2 0 1 1 3 3 1 1 7 1 2 2 2 3 0 1 3 0 2 1 1 1 1 3 1 2 1 4 0 0 1 4 1 0 2 2 2 3 3 3 1 2 1 3 1 2 1 3 1 1 1 1 0 3 0 1 1 1 0 1 1 0 1 2 1 0 2 0 1 2 2 1 0 1 2 1 0 2 1 2 1 0 3 1 0 1 2 0 1 0 1 0 1 1 0 2 1 0 0 0 1 1 0 2 0 1 1 0 2 1 3 0 2 0 2 1 2 1 1 1 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 0 0
Error: 0.427834
Pion Efficiency: 0.523894
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 107 29 12 5 8 8 4 4 7 4 2 7 12 3 4 5 3 2 4 5 2 3 2 2 4 4 6 3 4 5 1 2 2 3 3 1 8 3 7 1 5 5 5 2 6 5 5 5 7 2 2 3 4 6 4 4 5 7 4 3 0 3 1 4 4 1 3 4 3 3 7 4 5 3 6 0 2 4 4 3 7 4 5 2 6 4 5 5 4 5 12 3 8 4 1 7 3 1 6 7 5 4 4 6 8 6 6 3 8 8 10 9 4 9 3 5 4 7 6 7 11 8 9 8 11 5 8 7 15 13 11 8 13 7 8 10 12 9 7 12 9 8 9 10 12 15 9 8 15 10 11 11 15 13 9 13 19 14 17 12 7 6 11 8 9 15 17 14 14 14 16 18 6 10 15 12 14 12 11 17 18 11 13 12 9 18 15 17 13 12 13 16 17 11 12 6 12 15 20 19 16 19 19 27 21 14 19 28 26 19 21 23 37 33 31 33 21 23 33 32 36 38 37 49 57 47 50 65 44 62 52 19 1 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
 293 82 66 52 47 37 46 41 39 31 30 31 32 19 26 27 27 18 27 24 20 32 18 11 20 12 18 22 11 8 17 17 20 15 17 18 19 11 15 14 19 16 17 11 19 17 11 6 8 5 8 14 14 14 14 13 12 12 12 13 4 14 9 15 10 11 9 10 11 10 12 12 15 9 12 12 13 8 16 11 11 5 16 13 5 3 9 14 2 6 13 5 6 8 12 7 11 8 8 9 9 9 12 13 8 10 12 6 13 5 9 9 4 12 8 11 7 9 15 9 10 14 11 6 8 8 3 12 6 11 12 13 13 9 9 4 16 3 4 6 13 6 7 6 10 4 9 8 11 7 9 5 10 4 8 7 11 5 5 2 5 4 8 3 4 7 6 4 8 8 5 7 5 5 2 9 3 11 5 7 6 4 6 4 3 0 7 7 7 4 4 6 4 5 2 9 4 4 3 3 2 3 7 2 3 4 1 3 6 7 3 1 5 6 4 6 2 4 5 6 3 7 6 11 6 7 11 6 10 9 5 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
Error: 0.427288
Pion Efficiency: 0.595604
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 114 19 8 7 6 6 2 8 8 4 5 4 3 6 2 2 5 6 5 2 3 4 4 4 4 4 10 3 4 3 3 4 2 2 1 5 2 2 5 8 3 7 5 6 2 5 2 1 4 3 4 1 3 3 3 6 8 2 3 4 4 5 3 4 4 4 1 7 2 3 4 9 7 8 7 3 3 4 6 2 5 3 6 4 5 3 9 9 2 3 4 3 6 7 7 2 9 5 9 8 6 9 6 6 8 9 8 9 11 9 9 5 9 9 6 6 10 12 10 8 14 11 12 17 9 15 17 13 13 14 12 11 9 10 16 14 15 12 12 9 6 5 15 15 18 11 10 5 4 9 12 11 12 14 7 9 8 15 13 10 12 10 12 12 11 3 9 2 8 6 13 9 9 8 11 9 11 12 11 14 13 12 14 10 11 12 7 12 16 13 14 21 19 13 11 15 15 12 8 17 10 15 12 15 32 11 22 16 16 18 17 25 20 25 27 27 24 25 30 24 31 20 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
Pion Histogram
 299 91 70 62 41 44 31 43 23 28 39 25 16 26 29 20 16 31 15 16 16 19 15 13 20 17 18 11 22 12 18 12 17 10 11 11 12 16 13 22 12 6 14 15 7 15 13 15 9 9 7 11 9 10 13 8 4 10 7 12 12 11 7 13 8 9 7 8 11 6 7 7 7 9 7 8 8 13 6 8 6 8 7 8 6 9 13 5 4 6 8 6 9 8 7 2 5 6 3 8 3 4 3 5 7 4 5 10 9 5 3 6 11 6 9 11 4 5 4 12 4 6 5 8 12 9 9 9 15 11 12 8 8 6 7 7 4 9 4 2 7 1 6 7 5 4 4 4 2 6 6 2 6 5 4 4 4 3 0 5 2 4 3 5 3 4 0 3 2 1 1 6 0 2 2 0 2 2 2 1 1 3 1 2 2 0 2 4 4 1 4 0 2 5 3 0 6 1 2 3 1 1 1 2 3 3 4 3 2 1 5 2 4 6 0 2 5 6 3 2 5 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: 0.436326
Pion Efficiency: 0.608243
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 23 2 1 1 3 0 2 3 1 0 0 3 2 2 0 1 1 0 1 0 0 1 0 1 0 2 0 1 0 2 0 1 1 1 2 1 1 1 0 2 0 3 2 0 3 1 3 0 0 1 1 2 2 1 1 0 1 0 1 0 0 0 3 2 0 1 1 0 2 2 1 1 0 1 1 2 0 0 2 2 2 1 0 0 2 2 1 1 1 1 1 2 0 2 1 1 0 4 4 0 1 1 1 0 0 3 2 2 3 3 2 2 3 3 2 0 2 2 2 4 5 2 3 1 4 5 2 2 6 3 1 9 1 4 2 1 4 4 4 3 5 0 4 2 1 0 3 4 5 3 1 4 3 1 5 1 1 4 3 2 2 5 4 3 1 3 2 3 2 3 2 1 4 3 1 4 3 7 4 4 1 4 3 3 1 2 4 3 2 5 5 4 4 3 6 3 3 4 5 9 6 5 3 3 4 10 4 0 6 3 7 5 6 8 9 4 7 6 7 12 5 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
Pion Histogram
 69 18 16 11 12 8 8 12 11 8 10 7 10 5 4 5 4 3 6 5 8 3 6 2 4 2 3 3 2 3 4 3 3 4 3 4 2 3 3 4 1 5 2 0 0 3 0 1 3 4 5 1 3 1 4 2 3 1 2 0 1 4 3 3 2 1 2 1 2 0 2 3 1 1 2 3 3 3 1 3 3 2 2 1 1 2 2 2 2 1 2 3 1 4 0 1 1 1 2 2 0 2 1 1 0 3 2 0 3 4 0 2 1 4 2 2 2 3 2 3 2 2 0 3 4 1 2 1 0 2 2 0 1 2 0 2 2 3 0 1 1 1 4 0 0 2 1 3 0 1 1 0 3 1 1 0 1 0 0 1 1 0 1 2 1 0 0 1 1 0 1 1 2 0 2 0 1 0 0 2 3 0 2 1 0 1 1 0 0 0 0 1 0 0 0 1 0 2 1 1 0 0 0 4 0 1 0 1 0 0 0 2 2 4 3 1 3 0 3 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.434748
Pion Efficiency: 0.504456
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 137 21 9 8 9 6 4 11 9 4 5 7 5 8 2 3 6 6 6 2 3 5 4 5 4 6 10 4 4 5 3 5 3 3 3 6 3 3 5 10 3 10 7 6 5 6 5 1 4 4 5 3 5 4 4 6 9 2 4 4 4 5 6 6 4 5 2 7 4 5 5 10 7 9 8 5 3 4 8 4 7 4 6 4 7 5 10 10 3 4 5 5 6 9 8 3 9 9 13 8 7 10 7 6 8 12 10 11 14 12 11 7 12 12 8 6 12 14 12 12 19 13 15 18 13 20 19 15 19 17 13 20 10 14 18 15 19 16 16 12 11 5 19 17 19 11 13 9 9 12 13 15 15 15 12 10 9 19 16 12 14 15 16 15 12 6 11 5 10 9 15 10 13 11 12 13 14 19 15 18 14 16 17 13 12 14 11 15 18 18 19 25 23 16 17 18 18 16 13 26 16 20 15 18 36 21 26 16 22 21 24 30 26 33 36 31 31 31 37 36 36 26 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
Pion Histogram
 368 109 86 73 53 52 39 55 34 36 49 32 26 31 33 25 20 34 21 21 24 22 21 15 24 19 21 14 24 15 22 15 20 14 14 15 14 19 16 26 13 11 16 15 7 18 13 16 12 13 12 12 12 11 17 10 7 11 9 12 13 15 10 16 10 10 9 9 13 6 9 10 8 10 9 11 11 16 7 11 9 10 9 9 7 11 15 7 6 7 10 9 10 12 7 3 6 7 5 10 3 6 4 6 7 7 7 10 12 9 3 8 12 10 11 13 6 8 6 15 6 8 5 11 16 10 11 10 15 13 14 8 9 8 7 9 6 12 4 3 8 2 10 7 5 6 5 7 2 7 7 2 9 6 5 4 5 3 0 6 3 4 4 7 4 4 0 4 3 1 2 7 2 2 4 0 3 2 2 3 4 3 3 3 2 1 3 4 4 1 4 1 2 5 3 1 6 3 3 4 1 1 1 6 3 4 4 4 2 1 5 4 6 10 3 3 8 6 6 2 6 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: 0.436011
Pion Efficiency: 0.582345
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 138 10 4 7 6 4 6 4 4 3 3 3 2 2 0 2 4 2 0 1 2 1 1 3 3 3 2 0 1 4 3 1 1 2 2 1 0 4 3 0 3 3 2 3 4 1 2 3 1 3 5 1 2 7 4 1 7 0 0 5 2 5 3 1 6 3 2 1 0 3 1 2 1 2 1 2 2 2 3 5 2 2 1 0 3 6 8 3 3 3 4 3 5 6 3 2 2 1 4 1 4 9 0 6 2 4 0 4 6 3 3 3 4 7 6 3 3 4 5 6 4 9 3 3 3 5 7 4 4 6 7 6 4 4 4 9 5 10 10 10 10 5 7 4 11 11 10 10 13 5 8 7 7 11 9 15 6 4 11 9 8 10 10 6 8 9 14 8 12 10 10 8 15 10 11 14 10 7 13 8 10 7 18 12 17 3 11 11 12 13 11 8 10 8 15 10 14 16 14 19 15 12 15 13 7 18 20 16 12 16 17 21 20 16 21 26 18 25 24 26 40 29 38 47 36 50 43 61 65 56 80 57 6 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
 399 85 61 41 42 30 21 31 26 27 19 14 23 16 18 16 11 12 23 12 11 12 13 10 12 15 9 10 12 15 12 11 7 10 6 8 15 13 8 7 8 9 8 9 8 6 8 3 7 6 13 11 7 8 9 8 5 8 12 3 6 6 8 11 5 3 11 7 7 6 2 8 7 8 7 5 5 9 7 7 6 6 5 4 2 4 6 2 6 3 8 1 9 13 7 9 8 6 9 6 4 6 5 7 6 4 9 9 4 3 8 5 7 4 4 6 8 10 2 5 7 8 6 5 8 3 4 4 5 9 6 4 8 6 3 7 5 8 2 13 9 9 5 7 12 7 8 5 7 5 5 4 5 3 6 6 8 9 4 2 7 4 9 5 7 2 4 3 4 5 3 4 9 4 5 6 5 2 5 3 6 3 6 6 2 10 2 9 3 1 0 2 1 4 7 2 3 6 4 3 1 3 5 4 1 3 3 4 3 4 5 5 6 2 4 7 5 4 5 6 5 4 5 4 5 7 7 8 9 7 10 9 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: 0.42276
Pion Efficiency: 0.556147
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 28 4 3 2 3 0 0 2 0 0 3 0 4 0 0 1 1 1 1 1 2 1 0 4 1 0 1 1 2 0 0 3 0 1 2 1 0 0 0 1 0 0 1 1 0 0 0 0 2 0 0 0 0 0 2 1 3 0 0 0 1 0 0 1 3 0 1 0 1 0 0 1 2 1 1 0 0 0 2 0 1 0 0 2 3 2 1 0 1 1 0 1 0 2 0 2 2 0 0 1 0 1 1 0 1 2 0 2 0 2 3 2 1 1 0 0 0 0 2 1 3 1 3 0 1 0 2 1 0 0 0 0 1 1 4 1 2 2 2 4 2 4 2 2 2 0 0 3 0 2 2 0 1 4 2 4 0 3 3 3 3 2 6 1 0 1 4 1 2 2 3 1 4 1 1 2 3 3 1 1 1 2 2 4 2 2 1 4 4 2 2 0 3 4 3 2 3 6 3 2 2 1 2 3 1 0 2 7 4 3 3 3 5 5 8 0 2 6 4 11 8 5 7 12 11 10 16 5 12 12 15 14 1 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
 113 23 10 16 6 10 8 10 5 4 3 2 8 8 3 6 3 2 0 4 3 3 1 5 3 3 5 2 3 4 5 3 4 3 1 1 1 0 1 2 0 1 1 6 0 4 4 1 5 6 2 0 0 1 2 1 1 1 1 1 2 4 1 1 2 2 2 0 1 0 2 2 2 2 2 2 0 1 3 0 4 2 4 1 4 2 1 0 1 2 0 2 1 3 1 2 1 2 3 3 2 1 1 1 0 0 0 2 1 2 0 1 2 0 1 4 1 2 3 0 0 5 1 3 3 1 1 1 2 4 3 3 2 2 2 2 0 1 3 2 3 4 4 2 3 2 1 3 0 2 3 2 2 3 2 3 2 1 1 0 1 0 2 2 2 2 1 0 0 1 1 0 1 1 2 0 0 2 2 2 1 3 0 3 3 0 2 2 2 1 3 1 1 0 5 0 3 1 1 1 0 2 0 2 3 2 1 1 1 1 2 1 0 0 0 0 0 1 0 1 3 2 0 4 3 2 0 3 5 0 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
Error: 0.446576
Pion Efficiency: 0.616639
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 166 14 7 9 9 4 6 6 4 3 6 3 6 2 0 3 5 3 1 2 4 2 1 7 4 3 3 1 3 4 3 4 1 3 4 2 0 4 3 1 3 3 3 4 4 1 2 3 3 3 5 1 2 7 6 2 10 0 0 5 3 5 3 2 9 3 3 1 1 3 1 3 3 3 2 2 2 2 5 5 3 2 1 2 6 8 9 3 4 4 4 4 5 8 3 4 4 1 4 2 4 10 1 6 3 6 0 6 6 5 6 5 5 8 6 3 3 4 7 7 7 10 6 3 4 5 9 5 4 6 7 6 5 5 8 10 7 12 12 14 12 9 9 6 13 11 10 13 13 7 10 7 8 15 11 19 6 7 14 12 11 12 16 7 8 10 18 9 14 12 13 9 19 11 12 16 13 10 14 9 11 9 20 16 19 5 12 15 16 15 13 8 13 12 18 12 17 22 17 21 17 13 17 16 8 18 22 23 16 19 20 24 25 21 29 26 20 31 28 37 48 34 45 59 47 60 59 66 77 68 95 71 7 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
 512 108 71 57 48 40 29 41 31 31 22 16 31 24 21 22 14 14 23 16 14 15 14 15 15 18 14 12 15 19 17 14 11 13 7 9 16 13 9 9 8 10 9 15 8 10 12 4 12 12 15 11 7 9 11 9 6 9 13 4 8 10 9 12 7 5 13 7 8 6 4 10 9 10 9 7 5 10 10 7 10 8 9 5 6 6 7 2 7 5 8 3 10 16 8 11 9 8 12 9 6 7 6 8 6 4 9 11 5 5 8 6 9 4 5 10 9 12 5 5 7 13 7 8 11 4 5 5 7 13 9 7 10 8 5 9 5 9 5 15 12 13 9 9 15 9 9 8 7 7 8 6 7 6 8 9 10 10 5 2 8 4 11 7 9 4 5 3 4 6 4 4 10 5 7 6 5 4 7 5 7 6 6 9 5 10 4 11 5 2 3 3 2 4 12 2 6 7 5 4 1 5 5 6 4 5 4 5 4 5 7 6 6 2 4 7 5 5 5 7 8 6 5 8 8 9 7 11 14 7 14 10 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: 0.42763
Pion Efficiency: 0.576413
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 11 4 6 3 2 3 1 4 1 3 3 2 2 2 0 1 3 1 2 3 4 3 2 4 2 2 1 1 2 1 4 2 2 1 6 1 3 4 3 2 2 7 3 3 3 4 3 3 3 2 7 2 3 4 4 2 2 3 3 3 4 5 4 4 5 2 5 4 3 6 5 6 2 3 3 5 5 5 3 5 6 4 7 11 5 4 4 7 4 5 3 1 5 8 5 9 2 9 5 2 4 14 6 6 5 3 9 5 4 4 5 8 8 4 9 8 3 6 6 6 6 15 3 7 11 10 12 9 5 6 8 8 8 10 4 8 7 5 7 7 9 13 8 6 6 10 7 11 8 9 14 7 11 9 5 8 9 8 15 6 9 10 8 12 5 8 9 9 9 11 10 15 14 13 8 11 9 11 10 17 12 10 17 5 12 17 12 10 7 14 12 15 13 15 11 16 19 14 15 15 17 15 20 16 13 18 19 18 19 22 22 26 29 28 36 35 39 30 23 36 35 40 27 43 42 33 39 45 46 33 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 30 35 37 34 19 27 38 31 25 14 23 29 23 27 22 20 28 22 14 24 28 28 19 22 13 20 19 15 11 16 22 16 16 21 16 14 20 17 16 18 14 10 10 11 7 16 8 11 9 10 8 15 23 14 14 9 14 18 14 13 10 13 6 8 15 15 13 11 16 9 7 10 9 7 7 13 10 14 12 13 9 6 10 9 13 8 7 5 7 8 10 9 7 9 6 17 13 7 11 14 13 7 6 6 8 4 6 7 5 10 11 8 6 8 9 5 4 5 7 12 6 6 7 11 6 8 6 11 4 6 5 6 11 9 10 3 8 7 1 1 7 2 4 5 7 4 11 2 8 5 7 3 4 9 5 5 2 5 5 3 11 6 11 4 6 3 7 5 5 4 7 8 5 1 6 3 9 4 5 2 5 3 6 4 3 5 5 4 6 2 1 5 2 5 6 7 3 7 6 8 8 3 3 5 4 2 5 5 8 4 7 6 6 7 1 4 4 5 7 4 4 3 6 6 7 7 6 4 7 6 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
Error: 0.412993
Pion Efficiency: 0.45092
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 3 0 0 1 0 2 1 0 0 0 0 0 1 0 1 0 1 3 1 5 0 0 1 1 1 1 2 1 0 1 1 0 1 1 0 0 1 1 1 0 1 1 2 0 0 2 0 0 1 1 0 0 1 1 1 2 1 0 2 0 3 2 2 2 1 2 0 2 0 2 1 2 0 1 1 2 1 0 1 1 2 0 1 2 1 1 1 3 0 2 1 3 0 2 1 1 0 0 0 2 2 1 1 2 2 0 1 4 2 1 2 2 5 0 7 2 3 1 2 2 1 1 2 0 1 2 4 2 4 1 2 2 2 5 4 1 1 4 2 0 2 3 2 0 0 3 2 2 3 2 4 4 4 2 2 2 6 0 6 1 1 1 4 2 4 2 2 1 3 2 2 2 1 2 4 3 1 2 3 0 1 3 3 4 2 6 1 3 3 2 1 4 2 1 2 3 3 4 4 7 3 6 3 6 5 7 3 4 6 6 5 3 6 3 2 6 6 6 7 8 10 9 10 8 14 11 4 13 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 8 5 10 8 8 7 11 9 0 7 8 10 3 6 4 9 4 4 3 4 7 2 8 6 2 6 8 5 4 7 5 1 3 5 4 3 6 7 5 4 2 7 4 6 1 5 1 4 5 5 2 5 2 4 3 6 5 4 4 3 2 6 0 6 4 0 4 1 2 1 1 3 1 7 2 4 2 3 3 2 2 3 1 3 1 2 3 3 2 2 7 4 1 4 0 3 3 2 0 3 3 1 3 1 2 0 2 2 2 1 2 1 1 2 4 2 3 1 3 1 1 4 3 1 1 1 2 2 1 3 2 4 0 1 2 2 1 2 1 1 2 2 1 2 1 2 0 1 0 1 1 1 1 3 2 0 0 2 2 3 1 0 5 0 0 2 1 1 1 2 4 0 1 1 1 1 1 1 3 1 1 1 0 0 1 0 1 0 1 3 0 1 2 0 0 1 1 4 1 0 0 0 1 0 1 1 0 0 1 0 3 1 2 3 3 3 0 3 2 0 0 0 1 0 3 1 0 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.416766
Pion Efficiency: 0.476027
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 14 4 6 4 2 5 2 4 1 3 3 2 3 2 1 1 4 4 3 8 4 3 3 5 3 3 3 2 2 2 5 2 3 2 6 1 4 5 4 2 3 8 5 3 3 6 3 3 4 3 7 2 4 5 5 4 3 3 5 3 7 7 6 6 6 4 5 6 3 8 6 8 2 4 4 7 6 5 4 6 8 4 8 13 6 5 5 10 4 7 4 4 5 10 6 10 2 9 5 4 6 15 7 8 7 3 10 9 6 5 7 10 13 4 16 10 6 7 8 8 7 16 5 7 12 12 16 11 9 7 10 10 10 15 8 9 8 9 9 7 11 16 10 6 6 13 9 13 11 11 18 11 15 11 7 10 15 8 21 7 10 11 12 14 9 10 11 10 12 13 12 17 15 15 12 14 10 13 13 17 13 13 20 9 14 23 13 13 10 16 13 19 15 16 13 19 22 18 19 22 20 21 23 22 18 25 22 22 25 28 27 29 35 31 38 41 45 36 30 44 45 49 37 51 56 44 43 58 53 40 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 38 40 47 42 27 34 49 40 25 21 31 39 26 33 26 29 32 26 17 28 35 30 27 28 15 26 27 20 15 23 27 17 19 26 20 17 26 24 21 22 16 17 14 17 8 21 9 15 14 15 10 20 25 18 17 15 19 22 18 16 12 19 6 14 19 15 17 12 18 10 8 13 10 14 9 17 12 17 15 15 11 9 11 12 14 10 10 8 9 10 17 13 8 13 6 20 16 9 11 17 16 8 9 7 10 4 8 9 7 11 13 9 7 10 13 7 7 6 10 13 7 10 10 12 7 9 8 13 5 9 7 10 11 10 12 5 9 9 2 2 9 4 5 7 8 6 11 3 8 6 8 4 5 12 7 5 2 7 7 6 12 6 16 4 6 5 8 6 6 6 11 8 6 2 7 4 10 5 8 3 6 4 6 4 4 5 6 4 7 5 1 6 4 5 6 8 4 11 7 8 8 3 4 5 5 3 5 5 9 4 10 7 8 10 4 7 4 8 9 4 4 3 7 6 10 8 6 5 8 8 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
Error: 0.41375
Pion Efficiency: 0.457432
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 40 4 7 7 3 2 11 6 6 1 2 0 3 1 1 1 2 4 3 1 2 2 4 2 0 2 0 3 4 1 0 1 4 1 1 0 0 0 1 1 5 2 1 0 4 0 4 0 4 2 1 4 1 2 2 2 3 3 2 0 2 2 0 2 3 2 0 3 1 1 0 2 1 3 2 1 1 1 2 0 2 1 4 1 2 0 3 1 2 3 2 2 6 0 1 1 3 2 4 3 0 4 2 4 3 3 2 5 2 3 4 6 7 5 2 6 2 3 3 5 3 2 7 3 6 6 8 8 5 7 9 10 8 9 8 9 6 6 5 7 5 11 8 7 7 11 11 13 5 5 18 8 7 12 8 9 4 10 6 8 8 6 6 4 8 5 11 7 8 13 8 8 12 13 15 13 9 9 10 10 9 6 18 13 9 14 11 9 7 11 8 15 10 9 9 17 10 18 13 17 12 19 18 21 13 10 16 10 15 15 8 13 10 15 12 14 22 33 29 21 32 24 20 34 33 25 20 39 43 32 43 34 16 10 10 11 13 13 4 12 16 15 22 24 22 30 28 36 46 50 23 0 0 0 0 0
Pion Histogram
 76 20 16 18 19 13 18 13 12 12 11 12 8 10 8 8 12 12 15 6 6 12 7 16 9 8 9 12 10 8 10 3 10 6 8 10 9 6 9 8 12 10 13 7 15 10 12 6 6 6 10 10 5 4 8 10 10 9 12 12 5 8 5 8 9 11 11 11 12 10 11 12 6 8 9 13 16 9 12 8 8 4 7 8 5 6 10 8 11 11 8 8 11 6 8 10 11 15 7 18 13 8 11 7 10 11 5 7 10 9 11 8 11 10 11 8 13 8 8 10 11 12 7 14 17 12 18 12 12 16 17 16 8 12 15 15 13 12 15 8 10 7 14 16 8 20 13 14 12 12 12 18 9 8 10 7 19 5 6 15 10 11 14 7 7 9 9 9 11 10 8 6 7 13 13 6 3 6 9 5 3 8 7 8 5 6 5 5 6 4 8 9 9 9 7 5 5 5 6 7 5 3 5 6 6 10 6 6 3 10 4 5 10 8 4 7 7 2 5 4 8 1 9 4 4 8 5 9 8 4 3 8 4 3 2 1 1 3 1 5 2 0 6 4 2 4 4 6 4 11 1 0 0 0 0 0
Error: 0.448038
Pion Efficiency: 0.601396
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 4 2 1 1 1 3 0 0 0 2 1 1 0 0 0 0 1 0 0 0 0 1 0 0 2 0 3 0 0 0 0 1 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 1 2 2 0 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 3 1 1 1 0 0 0 0 1 0 0 1 1 0 1 2 0 1 1 2 0 0 1 1 0 1 1 0 2 1 0 0 0 1 0 0 1 1 0 1 2 3 1 1 2 4 2 2 2 1 1 0 2 1 1 1 2 3 3 2 1 3 1 0 2 0 1 2 3 1 3 4 1 3 4 0 1 2 4 0 6 3 4 2 1 2 2 1 5 4 3 1 3 2 4 0 2 4 4 4 6 1 3 4 2 2 4 6 4 6 4 1 5 4 4 3 3 4 3 5 6 2 4 8 5 3 3 5 7 4 5 6 8 9 11 8 11 12 11 9 7 13 10 14 3 3 2 3 3 2 1 1 2 2 5 1 8 1 12 11 7 15 5 0 0 0 0 0
Pion Histogram
 18 5 3 6 2 0 5 6 2 3 2 2 2 4 5 0 3 0 0 2 3 1 1 1 1 3 3 2 4 3 1 2 1 0 2 3 5 0 2 3 2 8 2 2 3 3 0 2 4 1 6 2 1 3 1 3 3 3 1 3 1 5 3 1 2 4 0 2 1 2 0 3 1 2 1 1 4 0 0 3 4 1 5 3 0 3 3 1 2 1 2 1 6 4 4 4 3 2 1 1 1 5 2 2 1 0 2 1 0 4 3 2 5 5 3 3 6 2 1 3 4 5 1 2 3 2 4 0 3 2 4 3 3 4 1 2 3 6 5 4 2 5 4 3 2 2 5 3 1 4 2 8 4 3 5 3 2 4 0 1 3 5 5 2 2 3 4 2 0 3 3 2 0 2 1 4 4 4 0 2 3 3 0 4 1 2 1 0 3 3 2 1 2 1 1 1 1 2 1 0 1 1 3 2 2 3 4 1 3 2 1 2 1 0 0 0 2 1 0 3 1 1 1 1 0 4 1 2 1 0 0 0 0 1 0 0 0 0 0 0 1 0 4 1 0 2 2 2 2 4 1 0 0 0 0 0
Error: 0.438666
Pion Efficiency: 0.539267
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 44 6 8 8 4 5 11 6 6 3 3 1 3 1 1 1 3 4 3 1 2 3 4 2 2 2 3 3 4 1 0 2 4 3 1 0 0 0 1 1 5 2 1 0 4 0 5 1 4 2 1 4 2 2 2 2 3 4 2 1 4 4 0 4 3 2 0 3 1 1 0 2 1 3 2 2 1 1 2 0 2 2 4 1 2 0 3 1 5 4 3 3 6 0 1 1 4 2 4 4 1 4 3 6 3 4 3 7 2 3 5 7 7 6 3 6 4 4 3 5 3 3 7 3 7 7 8 9 7 10 10 11 10 13 10 11 8 7 6 7 7 12 9 8 9 14 14 15 6 8 19 8 9 12 9 11 7 11 9 12 9 9 10 4 9 7 15 7 14 16 12 10 13 15 17 14 14 13 13 11 12 8 22 13 11 18 15 13 13 12 11 19 12 11 13 23 14 24 17 18 17 23 22 24 16 14 19 15 21 17 12 21 15 18 15 19 29 37 34 27 40 33 31 42 44 37 31 48 50 45 53 48 19 13 12 14 16 15 5 13 18 17 27 25 30 31 40 47 53 65 28 0 0 0 0 0
Pion Histogram
 94 25 19 24 21 13 23 19 14 15 13 14 10 14 13 8 15 12 15 8 9 13 8 17 10 11 12 14 14 11 11 5 11 6 10 13 14 6 11 11 14 18 15 9 18 13 12 8 10 7 16 12 6 7 9 13 13 12 13 15 6 13 8 9 11 15 11 13 13 12 11 15 7 10 10 14 20 9 12 11 12 5 12 11 5 9 13 9 13 12 10 9 17 10 12 14 14 17 8 19 14 13 13 9 11 11 7 8 10 13 14 10 16 15 14 11 19 10 9 13 15 17 8 16 20 14 22 12 15 18 21 19 11 16 16 17 16 18 20 12 12 12 18 19 10 22 18 17 13 16 14 26 13 11 15 10 21 9 6 16 13 16 19 9 9 12 13 11 11 13 11 8 7 15 14 10 7 10 9 7 6 11 7 12 6 8 6 5 9 7 10 10 11 10 8 6 6 7 7 7 6 4 8 8 8 13 10 7 6 12 5 7 11 8 4 7 9 3 5 7 9 2 10 5 4 12 6 11 9 4 3 8 4 4 2 1 1 3 1 5 3 0 10 5 2 6 6 8 6 15 2 0 0 0 0 0
Error: 0.446179
Pion Efficiency: 0.589323
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 115 14 8 9 4 3 7 5 2 3 3 4 3 4 3 7 0 2 1 1 1 3 2 0 1 2 2 3 4 1 6 2 2 3 3 5 2 2 4 0 4 5 4 4 5 2 3 2 2 2 3 4 1 1 2 5 1 5 4 1 7 1 2 1 2 3 3 5 3 4 6 1 3 2 3 2 1 0 2 4 3 3 2 4 1 4 3 2 1 4 3 4 5 3 5 12 4 1 5 3 4 1 3 0 5 4 3 3 5 7 3 8 6 2 3 3 3 8 7 3 4 3 8 5 3 2 5 11 8 13 11 7 9 3 11 7 10 7 5 10 13 11 9 10 5 9 12 9 12 7 16 15 6 7 16 6 11 10 12 10 14 17 14 10 15 15 5 9 7 17 5 11 8 6 10 11 12 14 8 11 17 11 12 12 12 11 18 11 14 10 13 13 13 19 8 12 10 16 11 12 15 11 17 18 14 15 24 20 17 22 22 27 24 28 22 26 35 25 25 29 34 25 27 45 38 40 42 35 35 44 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
Pion Histogram
 326 77 65 29 51 41 27 35 21 32 24 21 15 23 16 19 15 21 25 18 13 10 22 14 15 15 11 12 9 18 19 11 11 14 6 11 9 10 5 11 15 6 14 7 9 10 9 1 12 11 14 11 9 7 16 8 9 14 14 4 4 4 4 8 13 6 11 10 6 7 10 3 6 6 8 3 5 6 13 10 4 5 6 5 13 6 6 4 5 5 7 7 5 3 3 9 8 9 5 4 5 10 9 8 8 11 11 7 9 5 5 5 5 5 3 6 7 9 6 7 3 7 9 3 2 4 7 7 7 8 3 7 4 5 5 9 10 9 3 9 3 9 7 9 9 8 9 4 1 7 11 8 8 4 9 5 3 4 3 3 2 6 9 5 6 9 6 4 4 4 5 5 3 2 2 2 6 4 4 5 5 2 4 4 3 9 3 5 3 3 5 4 3 4 2 3 5 2 3 1 4 1 2 3 6 6 3 6 3 3 5 4 3 4 2 2 7 4 4 1 5 3 1 6 9 5 11 5 4 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
Error: 0.423184
Pion Efficiency: 0.557642
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 25 3 1 2 1 2 0 1 1 1 2 2 3 0 1 0 2 1 0 1 2 0 0 0 1 3 1 0 1 1 1 0 0 1 0 1 1 0 3 1 0 1 3 0 1 0 1 0 1 1 0 2 0 0 1 1 0 1 2 0 1 1 0 2 2 1 0 0 2 0 1 0 0 2 1 0 1 2 1 1 0 3 1 1 1 1 0 0 1 2 1 0 4 1 0 2 0 3 2 3 1 1 1 1 1 0 2 2 1 3 1 2 2 1 1 1 0 1 2 0 0 2 0 3 2 2 2 2 3 3 3 1 2 1 3 2 1 1 1 1 2 3 3 4 2 3 4 6 2 2 2 3 4 2 4 2 5 2 0 0 3 1 1 2 3 1 3 5 1 2 3 2 2 0 3 3 3 4 1 1 3 4 2 2 4 5 3 5 2 4 1 2 3 1 3 3 0 6 2 3 7 5 6 2 4 6 5 2 4 2 6 3 5 2 5 7 8 4 11 7 5 7 9 10 12 9 8 7 11 7 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
 71 25 16 7 14 3 9 8 6 4 5 6 6 7 12 2 1 5 4 3 3 2 3 2 4 2 4 1 2 1 0 1 3 5 5 2 0 3 1 2 2 2 5 1 3 2 0 3 1 4 1 2 2 5 2 1 4 3 2 2 0 2 3 1 0 2 1 1 0 2 2 2 2 2 4 2 3 3 4 3 2 2 1 1 5 2 2 4 4 0 2 1 2 1 0 2 2 3 2 1 0 3 1 1 1 1 1 2 1 1 2 0 0 1 1 1 0 4 3 2 0 5 1 2 6 1 0 2 0 2 1 2 2 2 3 3 4 2 4 2 1 3 0 2 1 3 1 2 1 0 1 2 0 1 5 5 2 4 3 1 1 1 2 1 1 1 2 1 0 0 2 1 1 4 3 3 1 1 1 1 1 2 0 2 0 2 1 1 0 1 3 0 2 1 1 2 3 0 1 0 0 0 1 1 1 1 0 1 2 1 0 1 2 0 1 1 1 1 0 1 2 3 2 0 2 1 1 3 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
Error: 0.443725
Pion Efficiency: 0.604167
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 140 17 9 11 5 5 7 6 3 4 5 6 6 4 4 7 2 3 1 2 3 3 2 0 2 5 3 3 5 2 7 2 2 4 3 6 3 2 7 1 4 6 7 4 6 2 4 2 3 3 3 6 1 1 3 6 1 6 6 1 8 2 2 3 4 4 3 5 5 4 7 1 3 4 4 2 2 2 3 5 3 6 3 5 2 5 3 2 2 6 4 4 9 4 5 14 4 4 7 6 5 2 4 1 6 4 5 5 6 10 4 10 8 3 4 4 3 9 9 3 4 5 8 8 5 4 7 13 11 16 14 8 11 4 14 9 11 8 6 11 15 14 12 14 7 12 16 15 14 9 18 18 10 9 20 8 16 12 12 10 17 18 15 12 18 16 8 14 8 19 8 13 10 6 13 14 15 18 9 12 20 15 14 14 16 16 21 16 16 14 14 15 16 20 11 15 10 22 13 15 22 16 23 20 18 21 29 22 21 24 28 30 29 30 27 33 43 29 36 36 39 32 36 55 50 49 50 42 46 51 19 0 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
 397 102 81 36 65 44 36 43 27 36 29 27 21 30 28 21 16 26 29 21 16 12 25 16 19 17 15 13 11 19 19 12 14 19 11 13 9 13 6 13 17 8 19 8 12 12 9 4 13 15 15 13 11 12 18 9 13 17 16 6 4 6 7 9 13 8 12 11 6 9 12 5 8 8 12 5 8 9 17 13 6 7 7 6 18 8 8 8 9 5 9 8 7 4 3 11 10 12 7 5 5 13 10 9 9 12 12 9 10 6 7 5 5 6 4 7 7 13 9 9 3 12 10 5 8 5 7 9 7 10 4 9 6 7 8 12 14 11 7 11 4 12 7 11 10 11 10 6 2 7 12 10 8 5 14 10 5 8 6 4 3 7 11 6 7 10 8 5 4 4 7 6 4 6 5 5 7 5 5 6 6 4 4 6 3 11 4 6 3 4 8 4 5 5 3 5 8 2 4 1 4 1 3 4 7 7 3 7 5 4 5 5 5 4 3 3 8 5 4 2 7 6 3 6 11 6 12 8 5 5 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
Error: 0.427372
Pion Efficiency: 0.56455
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 105 24 5 7 5 7 6 6 6 1 2 6 3 4 6 3 4 5 0 2 2 0 7 5 7 2 5 4 3 6 3 3 2 1 5 1 5 2 5 3 3 3 9 1 4 6 2 7 1 3 3 3 9 6 3 5 4 1 5 3 3 4 1 1 4 2 3 3 3 4 1 4 2 2 9 2 4 4 2 5 4 5 3 6 4 6 1 2 6 8 3 3 4 7 5 7 3 3 3 1 9 5 6 3 6 9 5 2 8 4 5 8 7 9 3 6 6 14 8 5 5 4 7 9 4 2 8 12 12 7 6 7 4 11 7 10 7 13 9 12 9 8 6 10 18 11 11 14 14 9 10 5 16 13 15 10 9 8 10 10 7 6 11 5 11 9 10 15 12 9 12 8 12 16 12 9 16 7 16 16 6 21 14 8 13 10 11 12 12 14 22 13 14 16 17 17 22 17 16 27 13 23 18 26 23 20 21 28 30 32 19 20 32 39 31 32 31 30 37 39 41 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
Pion Histogram
 350 90 67 60 58 46 38 27 32 32 24 29 29 24 19 13 13 23 17 16 19 16 17 16 17 20 6 23 9 9 15 11 8 10 13 11 22 10 11 11 13 4 16 13 5 8 11 14 8 6 8 9 7 10 11 10 5 5 9 7 10 5 4 13 11 6 11 5 8 8 6 11 9 7 5 13 3 8 7 5 4 8 13 6 8 6 4 4 6 9 3 6 8 10 7 6 2 4 4 8 6 5 5 8 3 5 9 4 4 3 10 4 4 5 3 5 5 3 7 6 5 5 7 4 5 8 4 6 4 3 5 1 3 6 6 7 8 5 8 8 6 3 12 4 7 10 4 4 8 7 2 6 4 7 5 3 4 2 10 5 5 7 2 3 6 9 9 9 8 4 6 2 3 3 2 2 4 4 3 1 5 1 2 4 6 4 2 2 3 4 4 3 2 5 1 3 3 2 3 0 4 3 2 2 6 6 5 6 4 2 3 5 1 2 4 3 5 3 5 11 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
Error: 0.426912
Pion Efficiency: 0.547547
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 29 4 4 3 6 2 1 3 4 0 0 2 2 2 1 0 0 2 1 2 0 1 1 2 0 0 2 0 2 2 0 0 1 1 0 3 0 0 1 1 3 1 3 0 1 0 0 0 2 3 0 2 1 1 0 2 0 1 2 2 0 3 0 0 0 2 2 1 1 2 2 0 2 1 4 1 1 0 2 2 0 1 1 1 1 1 0 0 0 0 1 1 0 3 2 0 2 1 1 1 1 2 0 1 1 0 2 0 1 0 1 1 2 3 1 5 0 0 2 0 1 3 1 2 0 1 2 3 1 1 1 1 0 3 1 1 0 2 3 1 1 3 2 3 3 3 4 2 2 1 2 2 3 0 2 6 2 4 1 2 5 3 3 2 3 3 4 1 3 1 6 4 1 1 2 3 4 5 3 4 4 5 1 5 8 3 4 9 5 1 3 5 2 3 2 4 4 5 5 6 4 7 4 6 9 3 6 2 2 11 9 5 8 9 8 7 13 9 8 12 3 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
Pion Histogram
 83 25 15 18 14 12 7 7 4 7 9 5 9 8 6 7 6 2 2 3 5 4 4 5 4 3 1 2 4 3 0 3 3 3 0 2 3 6 4 3 0 3 7 3 3 1 3 1 3 4 3 2 0 2 2 3 4 1 0 2 2 2 0 1 1 1 0 3 0 3 2 1 0 1 1 3 1 1 2 3 3 0 2 1 1 1 1 0 0 0 0 2 0 2 4 0 1 4 1 2 3 3 0 3 1 4 2 1 3 0 0 0 0 2 3 2 1 0 3 2 1 0 2 3 1 3 3 0 1 0 3 0 3 2 0 1 0 1 0 3 2 0 3 0 2 3 0 0 1 2 3 1 0 1 1 2 1 0 1 1 1 2 0 0 0 2 7 1 0 0 1 0 1 1 1 1 1 0 0 2 1 1 0 2 3 2 2 0 0 0 2 0 1 0 2 4 1 0 0 1 3 3 0 1 0 2 2 0 1 0 1 1 0 2 0 2 1 2 1 2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.446981
Pion Efficiency: 0.678508
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 134 28 9 10 11 9 7 9 10 1 2 8 5 6 7 3 4 7 1 4 2 1 8 7 7 2 7 4 5 8 3 3 3 2 5 4 5 2 6 4 6 4 12 1 5 6 2 7 3 6 3 5 10 7 3 7 4 2 7 5 3 7 1 1 4 4 5 4 4 6 3 4 4 3 13 3 5 4 4 7 4 6 4 7 5 7 1 2 6 8 4 4 4 10 7 7 5 4 4 2 10 7 6 4 7 9 7 2 9 4 6 9 9 12 4 11 6 14 10 5 6 7 8 11 4 3 10 15 13 8 7 8 4 14 8 11 7 15 12 13 10 11 8 13 21 14 15 16 16 10 12 7 19 13 17 16 11 12 11 12 12 9 14 7 14 12 14 16 15 10 18 12 13 17 14 12 20 12 19 20 10 26 15 13 21 13 15 21 17 15 25 18 16 19 19 21 26 22 21 33 17 30 22 32 32 23 27 30 32 43 28 25 40 48 39 39 44 39 45 51 44 30 0 0 0 0 0 0 0 0 0 0 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
 433 115 82 78 72 58 45 34 36 39 33 34 38 32 25 20 19 25 19 19 24 20 21 21 21 23 7 25 13 12 15 14 11 13 13 13 25 16 15 14 13 7 23 16 8 9 14 15 11 10 11 11 7 12 13 13 9 6 9 9 12 7 4 14 12 7 11 8 8 11 8 12 9 8 6 16 4 9 9 8 7 8 15 7 9 7 5 4 6 9 3 8 8 12 11 6 3 8 5 10 9 8 5 11 4 9 11 5 7 3 10 4 4 7 6 7 6 3 10 8 6 5 9 7 6 11 7 6 5 3 8 1 6 8 6 8 8 6 8 11 8 3 15 4 9 13 4 4 9 9 5 7 4 8 6 5 5 2 11 6 6 9 2 3 6 11 16 10 8 4 7 2 4 4 3 3 5 4 3 3 6 2 2 6 9 6 4 2 3 4 6 3 3 5 3 7 4 2 3 1 7 6 2 3 6 8 7 6 5 2 4 6 1 4 4 5 6 5 6 13 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
Error: 0.431002
Pion Efficiency: 0.58374
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 81 10 14 8 10 2 4 4 5 2 1 4 4 5 6 7 3 1 6 3 3 3 2 3 2 3 3 1 3 2 1 1 3 1 4 2 5 1 1 1 2 3 4 1 2 3 6 1 2 4 2 1 4 1 1 3 3 2 1 0 1 1 1 3 2 4 4 4 5 0 6 3 2 2 4 3 2 5 4 5 6 5 3 6 2 0 4 6 2 7 2 3 0 4 3 5 1 4 9 5 2 3 1 3 4 2 3 4 8 1 5 4 2 3 5 4 3 2 4 2 9 4 4 8 9 12 10 3 3 11 6 7 6 7 5 8 3 6 8 9 13 7 4 8 11 10 3 4 11 12 12 1 6 14 8 9 7 5 8 10 12 13 7 8 6 10 5 19 9 11 7 12 9 6 16 15 13 13 8 7 10 13 8 15 9 13 12 11 12 15 15 7 11 19 8 22 20 17 27 12 17 15 13 18 9 23 31 23 34 23 17 11 12 16 4 16 15 14 12 13 13 20 18 15 19 19 21 23 20 20 15 26 33 24 30 28 29 21 39 38 24 43 20 4 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 200 68 37 35 34 37 31 28 32 21 22 22 22 30 23 16 18 19 21 15 15 16 12 14 13 9 9 13 16 13 16 16 16 7 10 12 12 13 19 8 7 10 5 16 11 13 13 13 15 13 11 10 11 11 10 8 11 7 9 9 4 6 7 8 9 10 12 15 13 6 6 12 12 7 5 7 9 4 9 6 12 7 7 8 4 15 9 9 11 6 10 6 7 2 6 9 8 4 4 9 11 10 8 11 4 7 5 5 6 5 10 10 8 4 7 9 9 6 7 7 10 5 9 13 8 10 8 10 8 7 10 4 5 8 10 11 5 11 5 6 5 6 6 5 5 6 6 5 9 2 8 4 7 5 4 6 5 5 7 3 4 7 9 4 6 3 5 3 7 3 6 6 3 4 1 5 4 5 4 3 2 7 5 3 5 3 4 2 7 9 4 7 4 4 3 8 4 3 7 4 4 4 7 7 6 6 2 8 5 2 2 4 1 3 3 2 3 2 3 5 1 4 4 5 4 2 4 1 3 2 2 5 1 2 4 5 0 5 5 4 5 3 2 1 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.424421
Pion Efficiency: 0.594571
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 19 2 5 2 2 1 0 0 2 1 0 3 0 0 0 1 0 1 1 0 2 0 0 1 0 1 1 0 0 0 0 3 0 0 0 1 0 0 1 1 0 0 3 0 0 1 0 1 0 1 1 1 0 0 0 0 1 1 0 0 0 2 0 1 1 1 2 0 1 2 1 0 0 2 1 0 1 0 0 2 0 0 1 1 0 2 1 0 1 3 1 1 0 2 0 0 1 1 0 1 3 2 0 1 1 0 0 1 1 2 3 0 1 2 1 0 2 4 3 1 1 2 2 1 0 2 3 3 2 2 1 1 3 1 2 1 1 2 2 3 2 4 4 2 3 3 4 4 1 2 1 1 2 1 4 3 1 2 3 1 2 1 1 5 4 4 4 3 3 1 2 0 4 0 2 2 0 4 1 0 1 5 2 6 5 1 0 3 1 5 5 5 2 1 9 3 3 0 4 5 4 5 3 5 4 5 6 7 5 8 1 3 2 7 7 0 6 3 1 4 4 6 1 6 3 4 6 6 2 8 4 7 6 3 6 7 7 6 14 3 4 7 6 2 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 56 25 11 5 11 9 15 7 11 4 5 7 3 7 8 2 3 9 4 2 4 2 7 6 0 3 6 3 2 2 1 2 5 3 3 4 4 0 3 3 2 1 1 3 3 2 2 2 1 1 2 1 4 1 0 2 1 2 5 1 2 3 0 3 0 4 0 2 7 1 0 3 3 3 0 2 0 6 1 2 2 2 1 2 4 3 0 2 5 2 2 1 1 1 0 2 1 1 1 2 0 2 2 1 1 1 0 3 4 1 2 2 2 3 0 4 2 3 5 2 1 1 3 2 2 2 3 2 2 1 1 1 1 1 5 1 3 3 1 4 2 2 1 0 0 1 1 1 0 2 1 1 1 1 3 0 3 1 0 2 2 0 0 0 1 3 1 0 4 1 2 1 0 2 1 1 0 3 1 2 3 2 4 0 0 2 1 0 0 2 1 4 0 2 0 1 1 2 3 2 0 1 1 4 2 0 0 0 2 3 1 2 1 1 0 0 2 0 0 0 1 3 0 0 1 0 2 0 0 3 1 0 2 0 1 2 1 0 0 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.429657
Pion Efficiency: 0.536082
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 100 12 19 10 12 3 4 4 7 3 1 7 4 5 6 8 3 2 7 3 5 3 2 4 2 4 4 1 3 2 1 4 3 1 4 3 5 1 2 2 2 3 7 1 2 4 6 2 2 5 3 2 4 1 1 3 4 3 1 0 1 3 1 4 3 5 6 4 6 2 7 3 2 4 5 3 3 5 4 7 6 5 4 7 2 2 5 6 3 10 3 4 0 6 3 5 2 5 9 6 5 5 1 4 5 2 3 5 9 3 8 4 3 5 6 4 5 6 7 3 10 6 6 9 9 14 13 6 5 13 7 8 9 8 7 9 4 8 10 12 15 11 8 10 14 13 7 8 12 14 13 2 8 15 12 12 8 7 11 11 14 14 8 13 10 14 9 22 12 12 9 12 13 6 18 17 13 17 9 7 11 18 10 21 14 14 12 14 13 20 20 12 13 20 17 25 23 17 31 17 21 20 16 23 13 28 37 30 39 31 18 14 14 23 11 16 21 17 13 17 17 26 19 21 22 23 27 29 22 28 19 33 39 27 36 35 36 27 53 41 28 50 26 6 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 256 93 48 40 45 46 46 35 43 25 27 29 25 37 31 18 21 28 25 17 19 18 19 20 13 12 15 16 18 15 17 18 21 10 13 16 16 13 22 11 9 11 6 19 14 15 15 15 16 14 13 11 15 12 10 10 12 9 14 10 6 9 7 11 9 14 12 17 20 7 6 15 15 10 5 9 9 10 10 8 14 9 8 10 8 18 9 11 16 8 12 7 8 3 6 11 9 5 5 11 11 12 10 12 5 8 5 8 10 6 12 12 10 7 7 13 11 9 12 9 11 6 12 15 10 12 11 12 10 8 11 5 6 9 15 12 8 14 6 10 7 8 7 5 5 7 7 6 9 4 9 5 8 6 7 6 8 6 7 5 6 7 9 4 7 6 6 3 11 4 8 7 3 6 2 6 4 8 5 5 5 9 9 3 5 5 5 2 7 11 5 11 4 6 3 9 5 5 10 6 4 5 8 11 8 6 2 8 7 5 3 6 2 4 3 2 5 2 3 5 2 7 4 5 5 2 6 1 3 5 3 5 3 2 5 7 1 5 5 6 7 5 2 1 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.425473
Pion Efficiency: 0.583043
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 101 14 7 4 6 3 5 3 3 6 1 6 3 1 4 6 2 5 1 4 4 1 5 1 4 1 2 1 0 2 2 2 2 4 4 6 0 3 4 1 1 6 3 4 1 1 3 4 7 2 2 8 5 2 1 3 3 2 2 2 3 3 1 2 3 5 3 2 4 3 1 7 3 7 3 1 1 5 3 5 1 3 3 2 7 5 1 4 4 5 6 7 4 2 5 5 6 2 4 4 5 7 3 8 4 5 4 7 4 6 5 4 6 5 6 8 8 7 10 9 16 6 11 10 11 13 8 9 8 12 10 17 9 12 12 11 4 12 14 14 12 11 14 8 12 13 9 9 10 11 16 10 15 14 7 10 18 8 13 7 10 11 15 6 13 8 14 13 12 12 13 14 15 18 16 16 13 7 13 6 14 12 8 12 18 13 14 20 14 15 16 17 14 14 17 22 24 9 28 24 22 16 25 20 15 19 21 15 13 23 11 8 14 6 5 11 15 15 11 10 7 10 16 18 22 20 22 21 20 16 21 25 28 26 13 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 296 71 47 32 37 34 34 18 29 24 21 28 16 21 11 20 14 21 14 16 13 11 12 15 13 14 7 14 11 16 9 8 18 11 18 14 13 10 15 6 12 11 8 12 12 17 11 9 12 13 7 11 4 9 6 11 6 10 7 11 4 6 8 12 11 7 17 8 8 7 15 8 7 9 12 9 9 11 8 12 7 12 13 10 14 7 5 7 9 4 11 9 6 5 8 12 6 9 10 4 5 10 7 5 6 7 9 6 7 8 7 10 7 10 5 7 9 7 5 5 9 8 11 9 4 5 8 7 10 13 7 8 10 5 5 10 7 11 8 7 7 8 7 6 4 4 4 6 4 5 7 8 4 4 9 5 4 8 8 2 7 5 10 9 4 4 9 4 3 10 1 2 6 3 6 3 9 4 5 2 4 3 4 0 5 4 3 1 4 2 1 2 2 2 2 3 1 5 7 3 2 2 4 4 9 5 2 5 3 4 5 0 1 0 0 2 2 2 1 3 1 0 2 3 2 2 3 3 2 3 1 1 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.427862
Pion Efficiency: 0.571366
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 23 3 3 4 0 0 1 1 0 0 2 0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 0 2 0 0 2 0 0 0 0 1 0 1 0 0 0 0 0 1 0 3 1 0 1 4 0 2 1 0 1 0 0 2 0 1 2 0 0 0 0 0 1 0 3 2 0 0 0 1 2 1 0 0 3 1 2 0 1 2 0 2 0 0 0 0 0 2 0 1 3 1 0 1 1 1 1 2 2 0 0 1 1 1 2 1 5 4 4 1 1 3 3 3 1 5 0 2 4 3 2 2 3 1 4 4 0 6 4 3 2 2 2 3 1 2 1 3 5 4 3 1 1 2 0 4 4 3 4 0 6 2 3 5 2 4 4 4 8 2 4 3 4 3 3 7 4 3 2 3 2 1 1 0 4 1 3 1 1 2 0 0 6 5 6 4 4 3 3 3 3 4 4 2 5 1 4 5 3 5 7 8 4 5 3 6 1 1 2 4 3 1 3 5 0 3 2 2 4 9 5 3 4 7 6 5 8 8 3 3 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 60 14 16 11 8 6 3 5 11 6 4 6 7 5 7 6 2 11 2 2 3 6 5 4 3 2 3 7 1 6 3 4 2 6 3 2 4 3 2 0 0 3 0 2 3 3 3 2 4 2 1 1 2 3 1 2 3 1 4 1 1 2 3 1 4 3 3 6 4 3 1 4 3 2 0 2 0 3 3 2 2 1 3 3 1 1 4 0 1 1 2 0 0 5 1 3 5 4 4 3 7 4 2 1 1 1 2 1 1 3 1 4 0 2 2 2 2 1 1 2 2 7 4 1 6 3 3 5 3 2 2 5 1 0 1 1 2 3 2 2 1 1 1 1 1 1 1 3 4 3 4 0 1 1 3 1 1 3 4 2 2 0 2 2 1 0 0 1 0 2 1 4 1 0 1 0 2 2 1 1 0 0 0 0 2 2 1 3 1 1 2 1 0 1 1 0 0 1 0 1 0 0 0 1 1 1 0 1 3 0 2 0 1 0 0 0 0 1 1 0 0 0 1 1 2 1 0 0 0 0 1 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.428529
Pion Efficiency: 0.543294
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 124 17 10 8 6 3 6 4 3 6 3 6 3 2 4 7 3 6 1 4 5 1 6 1 5 1 2 3 0 2 4 2 2 4 4 7 0 4 4 1 1 6 3 5 1 4 4 4 8 6 2 10 6 2 2 3 3 4 2 3 5 3 1 2 3 5 4 2 7 5 1 7 3 8 5 2 1 5 6 6 3 3 4 4 7 7 1 4 4 5 6 9 4 3 8 6 6 3 5 5 6 9 5 8 4 6 5 8 6 7 10 8 10 6 7 11 11 10 11 14 16 8 15 13 13 15 11 10 12 16 10 23 13 15 14 13 6 15 15 16 13 14 19 12 15 14 10 11 10 15 20 13 19 14 13 12 21 13 15 11 14 15 23 8 17 11 18 16 15 19 17 17 17 21 18 17 14 7 17 7 17 13 9 14 18 13 20 25 20 19 20 20 17 17 20 26 28 11 33 25 26 21 28 25 22 27 25 20 16 29 12 9 16 10 8 12 18 20 11 13 9 12 20 27 27 23 26 28 26 21 29 33 31 29 19 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 356 85 63 43 45 40 37 23 40 30 25 34 23 26 18 26 16 32 16 18 16 17 17 19 16 16 10 21 12 22 12 12 20 17 21 16 17 13 17 6 12 14 8 14 15 20 14 11 16 15 8 12 6 12 7 13 9 11 11 12 5 8 11 13 15 10 20 14 12 10 16 12 10 11 12 11 9 14 11 14 9 13 16 13 15 8 9 7 10 5 13 9 6 10 9 15 11 13 14 7 12 14 9 6 7 8 11 7 8 11 8 14 7 12 7 9 11 8 6 7 11 15 15 10 10 8 11 12 13 15 9 13 11 5 6 11 9 14 10 9 8 9 8 7 5 5 5 9 8 8 11 8 5 5 12 6 5 11 12 4 9 5 12 11 5 4 9 5 3 12 2 6 7 3 7 3 11 6 6 3 4 3 4 0 7 6 4 4 5 3 3 3 2 3 3 3 1 6 7 4 2 2 4 5 10 6 2 6 6 4 7 0 2 0 0 2 2 3 2 3 1 0 3 4 4 3 3 3 2 3 2 3 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.427996
Pion Efficiency: 0.565946
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 72 14 3 13 4 5 4 4 5 6 3 1 3 1 2 3 2 3 1 3 5 6 2 2 2 3 6 1 1 2 3 2 1 1 2 1 2 1 2 1 1 1 1 2 1 0 3 3 1 1 1 1 4 2 1 0 1 1 5 0 2 2 3 1 0 2 2 3 3 4 3 2 6 3 1 3 2 2 4 2 1 2 4 2 2 4 2 2 1 9 3 0 1 3 0 5 4 2 2 0 3 1 4 4 2 2 2 5 6 2 4 4 4 2 5 1 2 4 7 3 1 4 1 6 4 2 4 6 7 4 2 5 1 7 7 5 8 10 2 8 4 3 5 9 7 7 5 6 8 5 4 7 6 5 7 5 6 7 9 5 7 5 12 9 11 7 10 11 13 7 4 7 5 6 9 8 9 8 14 12 7 13 15 7 15 9 18 13 12 13 6 17 9 15 15 9 6 9 16 12 15 16 16 15 18 22 19 20 12 13 16 13 18 22 16 27 23 20 23 20 23 32 32 31 35 38 35 48 38 42 56 47 69 57 71 79 29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 205 57 36 25 36 23 26 24 19 15 28 15 22 21 16 16 15 15 24 16 13 13 18 12 12 7 23 12 11 14 16 14 12 10 9 9 10 14 8 6 13 8 14 9 11 3 12 7 11 11 7 7 7 4 8 7 8 6 9 5 7 16 6 9 7 13 9 9 13 11 4 9 6 7 2 8 7 7 6 14 8 5 7 7 8 8 12 4 7 10 13 10 4 9 10 9 14 13 6 9 4 5 5 6 5 2 9 6 9 8 3 10 5 8 5 5 7 7 8 9 9 7 7 4 10 5 8 6 7 13 8 11 8 8 10 7 6 7 13 11 9 7 10 8 9 7 5 4 8 7 8 12 5 8 9 7 9 3 7 6 6 3 4 11 7 6 5 5 6 3 7 5 4 7 9 2 7 6 8 10 3 4 7 3 7 5 7 2 4 8 4 7 5 7 8 5 4 1 9 7 6 6 6 3 7 6 7 8 5 3 2 5 5 4 6 5 4 10 5 6 2 3 6 9 5 4 6 5 6 5 11 8 8 11 7 13 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.426983
Pion Efficiency: 0.559913
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 26 5 2 2 3 3 1 1 1 1 1 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 1 2 0 1 0 0 2 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 2 0 0 0 1 1 0 0 1 0 0 0 3 1 1 0 2 0 0 0 0 0 0 1 1 1 0 0 0 2 0 2 2 1 1 1 0 0 1 0 2 0 0 0 0 0 1 1 0 0 1 2 0 0 0 1 1 2 0 1 0 2 0 1 2 2 1 0 1 0 0 0 2 0 0 2 0 1 1 1 4 1 1 1 1 0 0 0 1 1 1 0 2 2 3 3 2 4 1 1 3 0 2 0 3 4 4 3 2 3 1 1 3 0 2 1 2 0 1 0 2 3 0 4 5 1 1 0 2 1 0 5 2 3 3 3 2 4 3 5 3 5 3 1 2 5 3 5 2 2 1 5 6 6 5 4 3 2 5 2 5 4 3 6 2 3 6 6 10 6 6 6 7 10 8 11 9 7 14 5 13 15 20 11 17 9 18 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 44 9 8 10 10 9 3 4 7 5 11 3 2 4 1 5 2 5 1 3 4 2 5 1 2 3 3 3 3 3 2 3 4 5 0 2 0 5 1 4 1 2 3 3 4 2 2 3 1 3 3 5 7 2 4 0 1 1 1 1 1 2 4 2 2 2 2 2 0 1 2 1 3 3 0 1 1 1 4 1 3 4 0 1 0 2 0 2 1 3 1 2 0 5 1 0 1 4 3 2 5 4 1 4 3 0 2 0 4 0 1 4 2 1 3 1 2 0 0 2 3 2 4 2 2 2 2 3 0 1 2 3 1 4 1 5 1 2 1 1 3 2 4 0 1 2 3 0 1 2 2 0 1 1 3 2 1 0 3 2 2 5 1 2 2 2 1 2 2 3 2 5 2 2 0 1 4 2 3 1 0 0 3 2 0 2 0 1 0 7 1 2 3 0 3 2 2 3 4 2 1 1 0 1 2 1 0 2 1 3 2 1 1 3 1 0 1 1 3 3 0 1 1 2 2 1 2 0 3 2 4 2 0 2 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.447053
Pion Efficiency: 0.684764
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 98 19 5 15 7 8 5 5 6 7 4 1 3 1 2 4 2 3 1 3 5 6 5 2 2 3 7 3 1 3 3 2 3 2 3 1 2 1 2 1 1 1 1 2 2 1 3 3 1 3 1 1 4 3 2 0 1 2 5 0 2 5 4 2 0 4 2 3 3 4 3 2 7 4 2 3 2 2 6 2 3 4 5 3 3 4 2 3 1 11 3 0 1 3 0 6 5 2 2 1 5 1 4 4 3 3 4 5 7 2 6 4 5 4 7 2 2 5 7 3 1 6 1 6 6 2 5 7 8 8 3 6 2 8 7 5 8 11 3 9 4 5 7 12 10 9 9 7 9 8 4 9 6 8 11 9 9 9 12 6 8 8 12 11 12 9 10 12 13 9 7 7 9 11 10 9 9 10 15 12 12 15 18 10 18 11 22 16 17 16 11 20 10 17 20 12 11 11 18 13 20 22 22 20 22 25 21 25 14 18 20 16 24 24 19 33 29 30 29 26 29 39 42 39 46 47 42 62 43 55 71 67 80 74 80 97 35 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 249 66 44 35 46 32 29 28 26 20 39 18 24 25 17 21 17 20 25 19 17 15 23 13 14 10 26 15 14 17 18 17 16 15 9 11 10 19 9 10 14 10 17 12 15 5 14 10 12 14 10 12 14 6 12 7 9 7 10 6 8 18 10 11 9 15 11 11 13 12 6 10 9 10 2 9 8 8 10 15 11 9 7 8 8 10 12 6 8 13 14 12 4 14 11 9 15 17 9 11 9 9 6 10 8 2 11 6 13 8 4 14 7 9 8 6 9 7 8 11 12 9 11 6 12 7 10 9 7 14 10 14 9 12 11 12 7 9 14 12 12 9 14 8 10 9 8 4 9 9 10 12 6 9 12 9 10 3 10 8 8 8 5 13 9 8 6 7 8 6 9 10 6 9 9 3 11 8 11 11 3 4 10 5 7 7 7 3 4 15 5 9 8 7 11 7 6 4 13 9 7 7 6 4 9 7 7 10 6 6 4 6 6 7 7 5 5 11 8 9 2 4 7 11 7 5 8 5 9 7 15 10 8 13 12 14 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.431072
Pion Efficiency: 0.586532
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 96 12 10 11 6 3 2 3 6 3 2 5 4 3 1 4 2 6 6 2 6 6 1 2 2 1 3 3 0 1 2 0 2 0 4 3 0 1 3 1 3 2 2 3 1 1 1 1 3 2 0 3 5 6 3 2 4 2 2 1 1 4 4 6 2 1 1 2 4 4 3 2 3 4 4 7 3 1 4 1 5 3 4 2 2 6 1 2 8 0 9 0 5 4 4 4 2 2 3 6 5 5 4 2 4 1 2 4 5 8 3 3 2 7 3 3 4 4 0 1 1 4 5 7 11 6 6 2 8 10 9 4 7 9 8 6 13 9 6 8 8 7 6 6 5 4 11 12 6 4 5 12 11 11 3 12 12 4 5 13 2 7 12 9 12 9 11 7 11 19 6 11 7 7 11 10 7 11 10 21 13 9 17 17 14 16 12 8 13 18 16 21 13 15 20 24 16 21 13 21 22 20 22 18 30 28 26 21 45 53 26 22 18 8 19 13 26 8 22 12 11 14 14 17 9 15 14 11 15 18 17 15 20 13 25 15 19 18 18 18 9 18 14 17 4 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 248 60 46 44 32 40 43 23 27 25 20 24 16 23 14 17 18 18 16 19 17 15 17 18 19 11 21 22 18 11 9 4 14 18 11 11 13 10 6 12 15 17 13 15 10 12 14 7 11 8 16 6 7 8 12 9 11 5 7 12 12 8 13 8 13 9 10 9 8 4 12 11 9 11 11 4 10 5 10 5 12 8 9 10 10 9 5 6 5 8 8 7 6 5 12 11 12 7 6 9 8 6 5 8 5 5 2 7 4 9 10 7 2 6 9 6 6 10 3 7 10 2 6 4 4 5 9 11 5 8 9 3 5 5 9 4 12 11 7 6 6 8 3 3 5 4 6 3 2 4 3 7 5 2 11 6 3 8 3 8 5 2 12 5 9 3 3 6 2 3 6 4 4 2 5 7 3 1 5 2 3 9 8 7 5 5 5 8 5 7 4 5 2 10 3 4 9 4 7 3 6 3 6 14 4 5 3 6 7 5 3 3 1 1 2 1 1 1 2 3 6 2 2 9 3 2 3 1 1 1 2 3 2 3 2 2 0 2 1 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.421941
Pion Efficiency: 0.592384
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 17 2 3 0 1 2 4 0 1 1 0 0 1 2 2 0 1 0 0 0 1 2 1 0 0 0 1 0 2 0 2 0 0 1 2 0 0 1 0 2 0 0 1 1 1 0 2 0 2 2 1 0 0 0 1 1 0 0 0 1 0 2 2 3 0 0 1 2 0 1 0 0 2 1 2 0 0 0 0 0 0 2 0 1 1 0 1 1 1 0 2 1 0 1 3 0 0 1 0 0 0 0 1 3 1 1 1 4 2 0 2 3 1 0 0 0 0 1 2 2 0 1 2 0 2 2 2 3 1 0 1 1 0 2 2 0 2 4 1 2 2 3 0 4 2 1 1 4 0 4 2 1 3 1 2 2 0 2 2 2 7 4 4 1 1 5 2 1 0 3 3 3 3 4 4 3 3 3 5 1 1 2 1 1 4 2 5 8 4 6 6 7 4 5 2 7 3 6 6 3 4 6 6 2 2 6 5 13 6 18 4 1 4 3 5 6 2 3 5 0 6 5 6 3 6 4 6 7 6 2 6 5 0 4 7 1 7 9 6 4 9 2 5 4 5 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 43 16 12 6 9 8 9 6 5 5 7 5 4 4 7 4 5 5 4 4 3 6 3 4 4 2 7 0 2 3 3 2 3 2 3 1 3 1 2 3 2 3 7 4 2 2 3 6 4 3 1 4 3 1 3 3 4 2 0 2 0 2 5 1 2 2 3 2 0 1 2 2 2 2 4 2 2 0 1 5 2 1 1 5 2 1 2 3 4 0 0 2 3 2 1 0 0 2 5 4 2 0 3 0 2 3 1 0 2 2 0 0 0 4 4 2 1 0 3 2 4 1 3 0 2 2 0 2 0 4 3 0 4 3 2 2 2 0 2 0 4 2 1 1 3 4 0 1 2 0 1 0 1 1 3 0 4 0 0 1 1 0 1 1 2 1 2 1 0 0 0 1 1 2 2 0 1 0 1 0 1 1 0 0 1 2 0 1 1 1 0 2 1 1 0 0 1 2 2 1 5 0 0 1 2 0 5 1 4 3 3 1 0 0 1 2 2 3 0 2 0 0 2 0 1 1 1 1 1 1 4 4 0 2 1 2 0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.431108
Pion Efficiency: 0.558559
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 113 14 13 11 7 5 6 3 7 4 2 5 5 5 3 4 3 6 6 2 7 8 2 2 2 1 4 3 2 1 4 0 2 1 6 3 0 2 3 3 3 2 3 4 2 1 3 1 5 4 1 3 5 6 4 3 4 2 2 2 1 6 6 9 2 1 2 4 4 5 3 2 5 5 6 7 3 1 4 1 5 5 4 3 3 6 2 3 9 0 11 1 5 5 7 4 2 3 3 6 5 5 5 5 5 2 3 8 7 8 5 6 3 7 3 3 4 5 2 3 1 5 7 7 13 8 8 5 9 10 10 5 7 11 10 6 15 13 7 10 10 10 6 10 7 5 12 16 6 8 7 13 14 12 5 14 12 6 7 15 9 11 16 10 13 14 13 8 11 22 9 14 10 11 15 13 10 14 15 22 14 11 18 18 18 18 17 16 17 24 22 28 17 20 22 31 19 27 19 24 26 26 28 20 32 34 31 34 51 71 30 23 22 11 24 19 28 11 27 12 17 19 20 20 15 19 20 18 21 20 23 20 20 17 32 16 26 27 24 22 18 20 19 21 9 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 291 76 58 50 41 48 52 29 32 30 27 29 20 27 21 21 23 23 20 23 20 21 20 22 23 13 28 22 20 14 12 6 17 20 14 12 16 11 8 15 17 20 20 19 12 14 17 13 15 11 17 10 10 9 15 12 15 7 7 14 12 10 18 9 15 11 13 11 8 5 14 13 11 13 15 6 12 5 11 10 14 9 10 15 12 10 7 9 9 8 8 9 9 7 13 11 12 9 11 13 10 6 8 8 7 8 3 7 6 11 10 7 2 10 13 8 7 10 6 9 14 3 9 4 6 7 9 13 5 12 12 3 9 8 11 6 14 11 9 6 10 10 4 4 8 8 6 4 4 4 4 7 6 3 14 6 7 8 3 9 6 2 13 6 11 4 5 7 2 3 6 5 5 4 7 7 4 1 6 2 4 10 8 7 6 7 5 9 6 8 4 7 3 11 3 4 10 6 9 4 11 3 6 15 6 5 8 7 11 8 6 4 1 1 3 3 3 4 2 5 6 2 4 9 4 3 4 2 2 2 6 7 2 5 3 4 0 3 1 4 2 3 3 4 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.423791
Pion Efficiency: 0.576762
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 123 11 12 10 9 1 8 5 7 4 1 4 2 3 4 4 2 7 4 0 3 3 3 6 6 2 4 1 1 4 3 2 1 6 4 1 5 3 2 5 5 1 7 3 4 4 2 4 3 5 4 3 3 5 7 2 6 1 2 2 1 2 2 3 7 5 1 2 4 3 4 9 2 1 6 3 4 4 0 2 5 3 4 8 3 7 5 5 9 4 2 4 4 4 5 2 4 4 3 7 4 6 2 4 2 6 3 5 2 5 2 7 6 5 6 10 6 8 6 5 5 11 12 7 13 15 13 11 14 7 11 6 6 9 9 10 7 10 16 11 10 9 7 12 13 10 8 13 7 7 12 17 4 7 8 6 9 11 11 14 7 10 8 10 6 7 12 7 8 10 13 7 12 12 7 6 6 14 14 14 10 12 4 15 6 9 7 16 15 14 5 9 10 8 6 8 10 9 17 15 18 22 16 14 18 18 15 11 18 16 18 23 16 21 21 14 29 26 15 34 33 20 21 31 24 35 35 31 44 42 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
Pion Histogram
 465 111 64 45 48 32 39 39 24 30 11 26 22 13 22 15 18 14 18 19 16 17 12 16 11 9 11 16 16 11 14 8 8 12 7 12 10 6 7 4 10 9 9 8 10 14 4 6 12 10 9 12 8 11 3 8 9 8 6 5 4 13 9 9 10 6 7 6 3 7 9 8 8 5 5 6 5 6 8 7 6 3 10 7 3 6 8 6 6 6 7 6 3 2 9 3 5 12 4 3 6 3 5 5 10 5 5 6 6 9 6 4 6 6 5 5 2 8 4 8 3 5 6 3 6 11 7 9 4 11 7 8 14 6 5 6 11 5 6 7 4 4 8 1 2 4 6 2 5 5 3 9 6 4 4 2 7 10 6 3 2 7 5 5 6 7 6 2 2 3 4 4 4 2 6 1 4 1 3 4 3 3 1 2 1 4 2 2 2 4 2 2 2 2 2 4 3 1 3 4 4 3 2 2 2 0 5 2 3 4 5 3 2 1 4 5 3 2 5 4 3 1 3 2 3 8 8 3 8 3 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
Error: 0.428309
Pion Efficiency: 0.555941
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 34 3 6 2 3 5 1 1 4 2 0 0 1 2 2 4 1 1 1 0 1 2 0 1 1 1 1 1 3 1 0 0 1 0 0 0 0 1 2 1 1 1 0 1 1 0 0 0 1 2 2 0 0 1 1 0 1 0 0 0 2 0 0 0 0 1 0 0 1 1 0 0 2 0 3 2 0 1 0 0 0 0 1 1 0 2 1 0 0 3 1 2 2 2 3 2 0 0 1 2 2 0 2 0 1 3 2 1 2 1 2 2 3 2 0 2 1 5 2 0 3 2 2 1 3 2 2 1 3 2 0 2 1 3 3 0 7 2 1 3 3 0 0 2 2 2 2 4 3 7 2 1 2 1 2 2 4 2 0 3 3 1 1 1 8 3 2 1 3 1 4 1 7 2 1 4 2 2 1 2 2 5 4 5 2 4 1 2 6 3 2 2 3 4 3 3 0 1 5 4 3 5 2 2 5 4 8 7 4 1 5 1 7 10 6 6 3 5 9 7 6 3 6 11 5 10 3 7 10 13 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
 105 22 20 13 12 11 5 5 11 12 8 6 5 4 4 5 6 5 5 5 2 4 3 3 2 3 3 2 1 3 2 2 0 0 2 0 1 5 5 0 2 4 6 3 2 2 1 2 2 1 2 1 6 0 3 2 1 1 3 1 2 2 2 0 3 1 2 2 2 2 0 0 2 3 4 0 2 1 3 2 3 1 0 1 2 3 2 1 1 2 1 0 2 5 1 2 1 1 1 1 0 0 2 4 1 2 1 0 2 2 0 2 0 0 0 1 1 1 4 1 1 1 0 1 1 0 2 3 2 2 3 2 2 0 3 3 1 2 2 0 2 2 0 3 2 1 2 1 1 0 0 1 2 1 1 0 2 1 1 1 2 0 2 0 0 2 0 0 0 0 2 0 1 1 1 0 0 0 0 0 0 2 1 2 0 2 2 0 0 0 1 1 0 0 0 0 1 0 2 0 1 2 0 0 0 2 0 1 1 0 0 0 1 1 1 2 1 0 0 1 1 1 1 1 3 3 1 2 4 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
Error: 0.441757
Pion Efficiency: 0.655357
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 157 14 18 12 12 6 9 6 11 6 1 4 3 5 6 8 3 8 5 0 4 5 3 7 7 3 5 2 4 5 3 2 2 6 4 1 5 4 4 6 6 2 7 4 5 4 2 4 4 7 6 3 3 6 8 2 7 1 2 2 3 2 2 3 7 6 1 2 5 4 4 9 4 1 9 5 4 5 0 2 5 3 5 9 3 9 6 5 9 7 3 6 6 6 8 4 4 4 4 9 6 6 4 4 3 9 5 6 4 6 4 9 9 7 6 12 7 13 8 5 8 13 14 8 16 17 15 12 17 9 11 8 7 12 12 10 14 12 17 14 13 9 7 14 15 12 10 17 10 14 14 18 6 8 10 8 13 13 11 17 10 11 9 11 14 10 14 8 11 11 17 8 19 14 8 10 8 16 15 16 12 17 8 20 8 13 8 18 21 17 7 11 13 12 9 11 10 10 22 19 21 27 18 16 23 22 23 18 22 17 23 24 23 31 27 20 32 31 24 41 39 23 27 42 29 45 38 38 54 55 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
Pion Histogram
 570 133 84 58 60 43 44 44 35 42 19 32 27 17 26 20 24 19 23 24 18 21 15 19 13 12 14 18 17 14 16 10 8 12 9 12 11 11 12 4 12 13 15 11 12 16 5 8 14 11 11 13 14 11 6 10 10 9 9 6 6 15 11 9 13 7 9 8 5 9 9 8 10 8 9 6 7 7 11 9 9 4 10 8 5 9 10 7 7 8 8 6 5 7 10 5 6 13 5 4 6 3 7 9 11 7 6 6 8 11 6 6 6 6 5 6 3 9 8 9 4 6 6 4 7 11 9 12 6 13 10 10 16 6 8 9 12 7 8 7 6 6 8 4 4 5 8 3 6 5 3 10 8 5 5 2 9 11 7 4 4 7 7 5 6 9 6 2 2 3 6 4 5 3 7 1 4 1 3 4 3 5 2 4 1 6 4 2 2 4 3 3 2 2 2 4 4 1 5 4 5 5 2 2 2 2 5 3 4 4 5 3 3 2 5 7 4 2 5 5 4 2 4 3 6 11 9 5 12 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
Error: 0.431032
Pion Efficiency: 0.578507
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
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 2 1 0 0 1 0 2 1 0 2 2 2 0 0 2 2 0 2 1 2 1 1 4 1 1 0 1 2 2 3 4 3 2 7 2 0 2 4 0 2 6 2 5 7 6 1 3 5 5 4 6 8 9 5 7 6 7 4 6 7 14 8 10 9 8 10 12 11 10 10 14 18 22 20 23 23 20 23 22 29 31 29 36 30 29 39 36 26 47 57 55 56 79 76 68 111 103 118 135 216 181 73 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 3 1 0 1 3 4 0 1 1 2 6 2 1 4 3 2 3 4 1 4 8 3 8 4 6 9 2 4 9 9 12 6 8 11 10 19 9 18 9 21 14 15 12 13 18 18 19 27 23 21 22 22 32 19 29 28 38 22 28 40 47 26 30 29 42 47 30 38 30 41 42 54 38 39 45 48 40 46 57 33 47 52 40 39 43 36 50 43 36 35 37 34 34 42 39 36 32 37 36 40 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.480158
Pion Efficiency: 0.65718
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 1 0 0 0 0 1 0 0 1 2 0 0 0 1 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 1 0 1 0 1 2 1 0 0 1 1 0 1 0 1 1 2 1 0 1 1 2 2 2 2 2 7 2 2 3 5 2 1 3 1 2 5 2 4 1 4 3 8 6 3 6 5 5 9 9 9 10 13 7 5 16 12 9 12 15 20 22 22 26 24 34 46 58 44 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 1 0 1 1 0 0 0 2 1 0 0 0 0 1 0 2 1 1 3 3 0 1 0 1 0 0 0 2 2 3 1 3 3 1 4 1 4 4 3 2 5 8 4 8 3 7 10 6 6 6 6 1 9 7 7 14 6 7 10 6 15 11 4 9 8 6 13 5 12 9 6 13 10 8 12 10 6 11 12 6 7 16 11 13 11 11 7 8 6 10 9 5 9 10 9 15 11 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.487179
Pion Efficiency: 0.66362
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 3 2 0 0 1 0 3 1 0 3 4 2 0 0 3 3 0 2 1 2 1 2 4 2 1 0 2 2 2 3 4 4 3 7 3 0 3 6 1 2 6 3 6 7 7 1 4 6 7 5 6 9 10 7 9 8 9 6 13 9 16 11 15 11 9 13 13 13 15 12 18 19 26 23 31 29 23 29 27 34 40 38 45 40 42 46 41 42 59 66 67 71 99 98 90 137 127 152 181 274 225 96 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 4 1 1 1 4 4 1 2 1 2 6 4 2 4 3 2 3 5 1 6 9 4 11 7 6 10 2 5 9 9 12 8 10 14 11 22 12 19 13 22 18 19 15 15 23 26 23 35 26 28 32 28 38 25 35 29 47 29 35 54 53 33 40 35 57 58 34 47 38 47 55 59 50 48 51 61 50 54 69 43 53 63 52 45 50 52 61 56 47 46 44 42 40 52 48 41 41 47 45 55 43 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.48157
Pion Efficiency: 0.658409
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
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 1 2 1 0 0 0 0 1 0 1 2 0 1 0 1 3 1 2 2 0 0 0 1 2 0 1 0 2 0 3 1 3 0 1 2 1 4 6 3 0 3 4 4 2 2 2 6 3 2 3 5 3 6 10 5 7 13 9 5 5 10 9 9 7 13 12 11 14 10 15 17 11 16 30 33 26 28 46 49 51 54 36 62 89 90 97 136 158 185 267 328 61 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 1 2 0 0 1 1 2 1 1 3 1 3 2 1 1 1 3 5 3 3 5 1 1 2 1 2 9 3 6 10 4 5 5 8 8 7 3 4 6 7 12 6 12 18 14 17 20 18 18 11 18 24 24 35 29 26 26 32 43 40 31 42 44 46 56 45 44 49 53 55 53 56 73 62 65 59 64 65 66 75 65 54 52 54 59 47 60 53 61 68 51 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.481091
Pion Efficiency: 0.636246
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 1 0 0 0 0 0 0 0 1 0 1 0 0 2 0 0 0 2 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1 0 2 1 2 1 0 1 0 1 0 1 2 0 0 2 1 0 2 2 2 0 1 2 1 5 3 4 3 6 1 4 4 5 5 7 3 6 8 5 12 8 9 11 10 14 7 20 18 26 22 30 36 52 78 85 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 1 0 0 1 0 0 1 1 0 0 2 0 0 0 0 0 0 0 0 0 1 0 2 0 1 2 1 0 2 0 1 2 0 5 2 2 1 4 2 2 4 7 5 1 4 2 1 1 6 5 7 7 6 9 7 8 6 8 12 13 11 3 9 17 11 8 11 11 12 15 11 16 17 8 19 18 13 17 16 16 18 12 14 16 16 13 14 21 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.487082
Pion Efficiency: 0.693141
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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 2 2 1 0 0 0 0 1 1 1 3 0 1 2 1 3 1 4 2 0 0 0 2 2 0 1 0 2 1 4 1 3 0 2 3 2 4 8 4 2 4 4 5 2 3 2 7 5 2 3 7 4 6 12 7 9 13 10 7 6 15 12 13 10 19 13 15 18 15 20 24 14 22 38 38 38 36 55 60 61 68 43 82 107 116 119 166 194 237 345 413 73 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 1 3 1 0 1 2 2 1 2 4 1 3 4 1 1 1 3 5 3 3 5 1 2 2 3 2 10 5 7 10 6 5 6 10 8 12 5 6 7 11 14 8 16 25 19 18 24 20 19 12 24 29 31 42 35 35 33 40 49 48 43 55 55 49 65 62 55 57 64 66 65 71 84 78 82 67 83 83 79 92 81 70 70 66 73 63 76 66 75 89 66 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.482295
Pion Efficiency: 0.638172
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
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 2 0 0 1 0 0 1 1 3 0 1 2 1 0 1 4 1 3 0 0 1 0 4 2 1 1 1 1 0 3 3 4 6 1 4 1 0 3 3 0 4 4 5 7 6 6 2 6 2 2 6 5 1 9 6 11 7 8 5 10 5 8 13 10 9 9 10 16 6 7 11 14 15 14 24 16 19 19 19 15 25 32 19 34 23 34 30 31 27 30 34 32 42 44 56 48 63 64 79 68 81 89 98 129 151 138 135 60 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 2 1 1 3 3 2 2 3 1 6 1 4 2 4 2 6 3 3 4 3 14 8 5 6 8 5 5 5 4 12 6 7 17 12 9 12 17 14 13 15 19 20 15 16 20 17 23 19 18 26 27 24 31 33 29 31 30 25 27 21 22 26 25 36 26 43 35 32 34 37 46 43 40 37 40 39 39 31 39 25 37 44 29 37 39 41 36 40 33 43 44 29 33 31 34 25 34 38 28 32 31 22 35 36 31 25 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 0 0
Error: 0.479866
Pion Efficiency: 0.655844
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 1 1 0 0 1 1 0 0 1 0 0 0 0 2 1 0 0 2 1 1 0 0 0 2 1 1 0 1 0 0 0 0 0 2 1 0 2 1 1 1 1 1 0 0 2 0 1 1 2 3 2 1 0 2 4 2 4 2 2 4 2 2 0 6 3 5 2 2 1 3 1 5 7 2 3 8 5 4 6 1 3 7 9 6 10 6 8 15 19 11 16 12 20 22 14 27 24 30 35 43 49 22 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3 0 0 1 1 0 0 0 0 1 1 1 0 0 0 1 1 3 1 1 2 1 2 4 1 1 1 0 3 2 2 1 3 3 6 4 1 6 3 3 3 3 7 12 3 3 1 4 6 6 7 6 7 8 7 8 7 4 8 7 7 15 6 13 7 8 3 9 6 10 5 5 6 10 8 13 7 8 8 13 11 11 7 8 14 8 6 6 6 8 13 4 6 4 8 6 7 2 10 5 7 9 13 8 10 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.482771
Pion Efficiency: 0.624101
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 3 0 1 0 1 2 1 3 1 2 2 1 1 1 4 1 3 2 1 1 0 6 3 2 1 1 1 2 4 4 4 7 1 4 1 0 3 5 1 4 6 6 8 7 7 3 6 2 4 6 6 2 11 9 13 8 8 7 14 7 12 15 12 13 11 12 16 12 10 16 16 17 15 27 17 24 26 21 18 33 37 23 40 24 37 37 40 33 40 40 40 57 63 67 64 75 84 101 82 108 113 128 164 194 187 157 76 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 3 2 1 2 4 3 2 2 3 2 7 2 4 2 4 3 7 6 4 5 5 15 10 9 7 9 6 5 8 6 14 7 10 20 18 13 13 23 17 16 18 22 27 27 19 23 18 27 25 24 33 33 31 39 40 37 38 34 33 34 28 37 32 38 43 34 46 44 38 44 42 51 49 50 45 53 46 47 39 52 36 48 51 37 51 47 47 42 46 41 56 48 35 37 39 40 32 36 48 33 39 40 35 43 46 37 29 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.480448
Pion Efficiency: 0.64515
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 0 0 0 0 0 0 3 0 1 0 1 1 4 1 1 0 5 2 4 3 3 2 0 4 5 5 3 3 2 4 3 2 1 2 3 2 3 2 4 3 8 1 1 4 3 3 4 1 2 4 2 3 2 4 2 4 2 3 1 4 5 3 3 4 3 2 4 0 3 3 3 3 6 4 3 1 6 1 3 3 0 3 9 7 5 3 5 6 6 3 2 3 2 2 3 3 8 5 4 9 5 8 5 6 9 2 4 1 3 5 8 4 3 11 8 2 8 7 6 5 6 4 6 5 7 3 4 4 5 1 4 7 7 7 6 9 5 6 6 6 2 12 9 10 10 7 7 6 5 4 10 7 7 15 10 12 8 20 13 11 14 10 26 19 15 6 9 7 12 10 8 10 9 13 7 7 9 16 11 12 13 11 7 13 11 11 11 11 8 11 9 10 15 15 16 22 23 18 17 23 28 27 20 22 32 41 43 48 54 76 102 160 294 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 1 4 6 9 26 27 44 48 43 42 32 31 47 41 29 32 33 35 24 34 27 29 21 27 15 17 30 14 20 14 17 18 13 15 13 16 14 12 16 7 17 9 10 11 11 12 8 6 13 7 5 7 10 14 14 9 10 11 14 7 17 10 13 11 7 10 8 12 6 8 14 10 11 9 10 7 9 11 8 6 12 6 12 9 8 14 9 7 13 9 8 6 10 8 6 6 15 6 9 5 9 3 4 10 7 8 6 7 5 7 5 9 7 4 8 5 4 9 9 6 8 8 0 4 3 7 7 7 10 6 3 6 7 4 15 4 11 9 6 6 3 4 6 9 6 7 6 6 8 10 8 4 7 8 5 4 4 12 8 12 10 9 5 5 9 8 9 8 6 2 8 8 8 3 4 5 6 3 0 7 5 7 3 9 4 2 3 8 4 2 5 7 8 3 3 3 4 6 6 11 5 4 15 7 12 13 15 25 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 0 0 0 0
Error: 0.404288
Pion Efficiency: 0.415794
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 3 1 3 2 1 0 1 0 2 0 1 0 1 1 1 0 0 3 0 0 1 1 1 1 1 0 2 0 2 0 1 0 0 1 1 0 0 1 1 0 0 0 1 1 1 1 1 2 0 2 2 0 1 0 0 1 2 2 0 1 2 1 0 1 3 1 1 1 2 1 0 0 0 1 2 0 1 2 0 0 1 0 0 0 2 2 1 5 2 0 1 1 2 2 1 1 0 1 2 0 1 2 3 3 1 1 2 1 2 0 2 1 1 3 0 1 5 1 1 0 1 2 2 0 3 1 3 2 2 6 4 3 2 2 2 3 2 5 2 2 2 1 4 5 5 4 3 5 4 1 1 1 3 3 1 3 2 2 2 1 0 2 1 3 5 2 1 2 2 4 4 1 2 4 3 3 6 5 1 3 2 4 9 5 14 8 10 7 7 10 7 11 17 18 28 41 52 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 0 1 1 3 3 9 10 5 5 8 10 9 8 16 15 9 8 8 4 7 7 9 3 10 9 6 2 5 3 2 6 3 4 1 2 3 1 3 2 2 3 4 4 6 3 3 1 2 1 2 4 1 1 2 1 5 3 4 2 5 0 2 5 1 4 1 2 1 1 3 4 3 2 2 0 6 7 3 2 3 0 4 2 0 2 2 2 3 3 2 2 5 2 3 1 2 1 2 1 0 1 2 1 0 2 4 1 1 3 1 5 0 0 2 3 2 1 3 0 2 0 1 1 0 0 4 1 1 1 2 0 1 2 2 4 1 2 0 1 0 3 1 1 7 0 2 1 1 2 3 1 2 1 2 1 1 5 0 5 6 2 1 2 2 3 1 0 1 0 3 1 0 1 1 1 0 2 2 2 0 0 1 2 2 2 1 1 1 2 1 1 0 0 1 1 0 3 2 5 5 3 2 3 1 3 0 8 12 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
Error: 0.420532
Pion Efficiency: 0.472125
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 0 0 0 0 0 0 3 0 1 0 1 1 4 1 3 1 8 3 7 5 4 2 1 4 7 5 4 3 3 5 4 2 1 5 3 2 4 3 5 4 9 1 3 4 5 3 5 1 2 5 3 3 2 5 3 4 2 3 2 5 6 4 4 6 3 4 6 0 4 3 3 4 8 6 3 2 8 2 3 4 3 4 10 8 7 4 5 6 6 4 4 3 3 4 3 3 9 5 4 9 7 10 6 11 11 2 5 2 5 7 9 5 3 12 10 2 9 9 9 8 7 5 8 6 9 3 6 5 6 4 4 8 12 8 7 9 6 8 8 6 5 13 12 12 12 13 11 9 7 6 12 10 9 20 12 14 10 21 17 16 19 14 29 24 19 7 10 8 15 13 9 13 11 15 9 8 9 18 12 15 18 13 8 15 13 15 15 12 10 15 12 13 21 20 17 25 25 22 26 28 42 35 30 29 39 51 50 59 71 94 130 201 346 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Pion Histogram
 0 0 0 0 0 1 5 7 12 29 36 54 53 48 50 42 40 55 57 44 41 41 43 28 41 34 38 24 37 24 23 32 19 23 16 23 21 17 16 15 19 15 15 18 9 20 13 14 17 14 15 9 8 14 9 9 8 11 16 15 14 13 15 16 12 17 12 18 12 11 11 10 13 7 11 18 13 13 11 10 13 16 14 10 9 12 10 14 9 10 16 11 10 16 11 10 11 12 11 7 8 16 8 10 5 10 5 5 10 9 12 7 8 8 8 10 9 7 6 11 7 5 12 9 8 8 9 1 4 3 11 8 8 11 8 3 7 9 6 19 5 13 9 7 6 6 5 7 16 6 9 7 7 10 13 9 6 8 10 6 5 9 12 13 18 12 10 7 7 12 9 9 9 6 5 9 8 9 4 5 5 8 5 2 7 5 8 5 11 6 3 4 9 6 3 6 7 8 4 4 3 7 8 11 16 8 6 18 8 15 13 23 37 60 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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: 0.407589
Pion Efficiency: 0.421842
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