==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 0 1 0 4 9 8 2 2 5 4 2 4 4 7 6 1 4 5 5 5 5 8 8 3 2 2 3 5 3 8 4 3 6 1 3 1 2 8 3 5 5 4 1 4 6 1 0 2 6 3 1 4 2 4 3 4 5 2 3 10 8 5 12 2 4 3 5 2 4 2 6 2 2 7 6 3 2 6 4 5 7 5 3 7 7 2 2 3 7 7 4 4 4 6 4 7 4 4 2 5 5 7 5 8 2 2 3 6 6 4 12 4 8 9 7 6 7 7 6 2 11 4 9 6 6 8 8 10 3 11 10 7 11 8 10 6 5 11 5 4 8 12 8 6 6 9 12 7 9 14 13 11 8 6 7 8 6 9 13 13 8 10 4 7 13 9 7 9 11 10 10 7 10 11 14 12 11 10 9 13 10 8 11 11 13 15 15 8 8 7 11 5 8 9 10 14 16 10 16 6 13 12 9 10 8 18 8 15 14 5 10 12 15 8 15 15 12 17 6 22 21 11 15 13 19 11 13 13 18 19 12 17 19 18 19 17 14 17 28 22 19 14 29 17 21 19 15 18 26 26 19 25 20 17 9 0
Pion Histogram
 0 0 2 4 12 8 8 7 12 13 10 8 15 13 19 18 15 11 17 18 18 18 21 19 18 17 26 28 11 16 28 21 24 25 26 18 22 24 27 24 25 20 15 12 22 21 17 18 24 18 13 19 32 27 27 17 19 12 10 19 11 11 16 19 11 16 21 27 19 15 18 15 12 17 19 19 12 9 16 17 12 9 14 11 15 7 10 11 13 13 11 17 13 9 15 9 14 12 11 10 9 8 9 6 14 8 7 15 10 16 13 14 4 4 9 9 8 12 8 8 6 6 8 7 6 3 6 3 4 9 5 10 7 1 8 6 8 3 4 6 5 7 5 7 5 6 6 3 7 5 6 6 6 5 3 3 1 5 2 13 8 4 5 5 5 7 2 6 3 8 7 8 6 5 6 3 2 1 5 6 3 6 3 4 2 2 2 2 5 1 2 2 4 2 7 1 1 0 1 1 7 3 2 5 3 2 2 6 3 5 3 2 5 3 2 0 2 5 0 2 3 1 1 0 1 4 5 1 2 3 2 0 4 4 1 3 3 1 5 0 1 3 0 3 2 1 4 2 0 3 4 3 4 3 1 0
Error: 0.419547
Pion Efficiency: 0.577293
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 0 0 0 0 2 2 1 1 0 0 4 3 2 3 2 3 1 1 1 1 1 1 3 0 1 0 1 1 1 4 0 2 0 0 3 1 1 2 0 2 0 0 2 0 1 0 2 4 2 0 3 2 1 1 1 4 0 1 0 1 2 2 1 0 0 1 3 0 1 0 1 0 3 0 0 4 1 0 1 2 1 2 1 1 2 1 1 0 0 1 4 2 3 0 8 0 2 1 2 1 1 1 0 6 1 0 4 4 4 1 1 2 3 1 1 1 1 2 0 4 3 1 2 3 0 2 0 0 2 0 3 0 1 2 6 2 2 3 2 2 2 3 4 2 0 0 3 1 2 1 1 3 1 1 3 1 4 2 1 2 1 0 3 2 1 2 1 2 4 1 3 1 1 1 2 6 2 2 4 1 2 2 2 2 1 4 1 1 4 0 3 1 2 5 2 2 2 5 3 6 2 1 4 6 2 3 1 4 0 2 1 3 2 2 3 5 0 2 7 1 2 3 4 3 2 2 4 8 1 5 4 4 3 3 3 5 6 2 7 6 5 13 5 11 5 3 3 6 6 4 4 5 4 0
Pion Histogram
 0 0 0 4 2 2 4 1 4 2 6 5 2 5 5 4 5 4 3 9 3 5 4 6 6 3 7 2 5 3 9 6 9 7 4 6 5 2 5 8 3 5 3 5 2 6 4 6 4 4 4 2 3 6 1 4 4 6 6 7 5 7 3 4 4 3 6 1 4 4 5 4 1 1 6 5 8 3 4 2 1 5 2 4 4 6 3 3 2 4 5 2 4 2 6 4 1 0 2 4 2 3 2 1 1 5 1 4 0 3 2 3 2 2 3 5 1 2 1 0 2 1 5 4 0 0 1 1 2 2 0 1 1 1 3 3 1 1 2 2 3 0 3 2 1 1 0 0 2 1 3 1 0 2 1 0 2 1 0 1 0 1 0 3 1 2 2 2 0 1 2 3 1 2 0 1 0 0 1 0 0 1 3 0 1 1 1 0 2 1 0 0 0 2 1 0 1 0 0 0 0 2 0 0 1 0 0 0 0 2 1 0 1 1 0 0 0 1 0 3 1 1 0 1 1 0 0 0 0 1 1 1 1 1 2 3 0 1 1 1 0 0 1 1 0 1 1 1 1 0 0 1 2 0 1 0
Error: 0.436145
Pion Efficiency: 0.642361
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 0 1 0 4 9 8 4 4 6 5 2 4 8 10 8 4 6 8 6 6 6 9 9 4 5 2 4 5 4 9 5 7 6 3 3 1 5 9 4 7 5 6 1 4 8 1 1 2 8 7 3 4 5 6 4 5 6 6 3 11 8 6 14 4 5 3 5 3 7 2 7 2 3 7 9 3 2 10 5 5 8 7 4 9 8 3 4 4 8 7 4 5 8 8 7 7 12 4 4 6 7 8 6 9 2 8 4 6 10 8 16 5 9 11 10 7 8 8 7 4 11 8 12 7 8 11 8 12 3 11 12 7 14 8 11 8 11 13 7 7 10 14 10 9 10 11 12 7 12 15 15 12 9 9 8 9 9 10 17 15 9 12 5 7 16 11 8 11 12 12 14 8 13 12 15 13 13 16 11 15 14 9 13 13 15 17 16 12 9 8 15 5 11 10 12 19 18 12 18 11 16 18 11 11 12 24 10 18 15 9 10 14 16 11 17 17 15 22 6 24 28 12 17 16 23 14 15 15 22 27 13 22 23 22 22 20 17 22 34 24 26 20 34 30 26 30 20 21 29 32 25 29 24 22 13 0
Pion Histogram
 0 0 2 8 14 10 12 8 16 15 16 13 17 18 24 22 20 15 20 27 21 23 25 25 24 20 33 30 16 19 37 27 33 32 30 24 27 26 32 32 28 25 18 17 24 27 21 24 28 22 17 21 35 33 28 21 23 18 16 26 16 18 19 23 15 19 27 28 23 19 23 19 13 18 25 24 20 12 20 19 13 14 16 15 19 13 13 14 15 17 16 19 17 11 21 13 15 12 13 14 11 11 11 7 15 13 8 19 10 19 15 17 6 6 12 14 9 14 9 8 8 7 13 11 6 3 7 4 6 11 5 11 8 2 11 9 9 4 6 8 8 7 8 9 6 7 6 3 9 6 9 7 6 7 4 3 3 6 2 14 8 5 5 8 6 9 4 8 3 9 9 11 7 7 6 4 2 1 6 6 3 7 6 4 3 3 3 2 7 2 2 2 4 4 8 1 2 0 1 1 7 5 2 5 4 2 2 6 3 7 4 2 6 4 2 0 2 6 0 5 4 2 1 1 2 4 5 1 2 4 3 1 5 5 3 6 3 2 6 1 1 3 1 4 2 2 5 3 1 3 4 4 6 3 2 0
Error: 0.42292
Pion Efficiency: 0.609211
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 1 0 3 1 2 3 1 3 4 0 0 2 2 3 0 3 0 4 0 1 4 0 3 3 1 1 2 0 2 1 1 2 1 4 1 5 3 2 1 1 2 2 1 6 1 6 3 5 4 3 6 0 8 3 1 2 3 1 2 2 3 4 6 3 4 3 3 3 6 1 2 2 2 4 2 3 4 1 6 5 2 6 3 4 7 4 7 4 8 2 2 3 7 1 7 6 5 4 8 7 7 5 6 7 7 5 5 7 5 6 14 7 4 9 4 6 4 6 7 3 11 6 5 10 7 6 7 8 6 13 7 9 11 8 8 3 7 8 13 13 8 10 7 14 11 9 8 10 11 12 12 17 12 8 12 7 10 9 17 12 9 15 15 14 13 7 3 14 11 12 12 8 11 10 11 4 20 13 12 13 10 12 6 9 11 7 11 10 8 14 13 13 8 15 13 10 10 6 16 16 15 4 10 9 11 9 9 12 14 13 10 14 12 14 12 14 14 16 17 17 19 16 20 16 19 20 15 18 17 21 17 25 18 16 15 27 24 20 25 26 21 34 37 35 18 33 20 32 25 15 5 0 0 0 0
Pion Histogram
 6 5 18 22 29 22 21 17 35 23 20 30 19 23 24 11 23 28 29 14 15 23 21 14 22 24 22 16 13 24 17 15 18 23 24 25 17 14 13 12 18 19 15 13 16 7 17 11 11 16 18 12 10 15 14 11 10 13 9 10 16 12 11 14 7 9 14 9 14 17 17 12 7 11 6 12 17 9 11 11 7 9 8 14 10 10 7 6 10 12 13 12 9 9 7 11 8 10 8 13 9 5 8 9 13 4 13 10 6 7 6 7 7 7 6 9 8 8 8 7 5 6 10 4 5 8 4 6 6 5 8 14 5 12 11 15 8 9 7 8 10 5 5 11 7 7 6 2 7 7 5 4 7 7 9 10 4 4 3 5 10 10 3 5 5 12 4 6 7 6 9 7 6 2 3 9 8 4 2 6 5 4 2 9 5 5 4 3 4 4 6 6 6 3 4 3 3 2 5 0 5 3 3 4 4 5 3 2 3 2 3 2 5 3 2 2 2 1 3 5 0 3 2 2 1 4 5 3 0 3 3 2 0 4 2 3 3 3 1 4 4 6 2 3 0 2 1 3 2 4 5 0 0 0 0 0
Error: 0.404145
Pion Efficiency: 0.414613
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 0 1 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 2 1 0 3 0 1 1 1 0 2 0 1 1 1 1 1 0 0 2 1 0 1 1 2 0 1 3 0 0 0 0 1 2 2 1 0 1 0 0 0 1 2 0 0 3 2 0 0 1 0 0 3 2 3 0 1 0 0 1 0 1 1 1 0 0 1 0 1 0 0 1 0 0 0 1 1 4 1 0 2 1 3 2 1 2 2 4 1 0 2 4 1 0 1 2 2 2 1 0 0 1 0 1 2 1 1 3 1 2 2 2 3 2 3 5 3 1 0 4 2 3 4 2 2 6 4 1 3 1 4 3 4 5 2 3 4 4 0 2 1 1 1 5 0 1 0 2 1 2 4 1 1 4 3 5 1 3 2 5 5 2 1 3 6 2 5 4 2 4 5 2 9 4 5 1 3 3 4 2 1 1 3 5 1 6 1 5 4 4 2 10 2 4 0 4 4 4 4 4 3 3 0 3 5 8 6 4 2 4 3 4 5 9 10 11 3 5 5 10 5 3 11 5 1 0 0 0 0
Pion Histogram
 2 1 6 3 4 10 10 6 2 6 4 6 4 6 8 8 8 5 6 9 5 8 4 7 4 2 5 3 3 1 0 3 6 7 2 11 1 4 1 3 5 4 1 5 6 4 4 7 2 3 5 5 4 3 5 3 5 2 1 4 0 2 4 4 3 2 1 2 1 0 1 2 3 4 3 2 4 2 3 3 2 5 3 3 5 2 4 4 1 7 4 4 3 1 2 5 1 6 1 3 0 0 2 4 1 2 2 0 1 3 3 1 6 2 2 3 3 1 4 2 3 3 1 2 2 5 1 1 0 2 1 2 0 3 3 1 1 2 4 2 1 2 2 2 2 3 1 0 1 2 1 3 0 2 1 3 2 5 0 2 2 3 1 2 1 2 1 2 1 1 3 0 1 1 2 0 1 4 3 0 2 0 0 2 1 1 0 4 1 0 1 0 0 3 5 0 2 0 0 0 0 0 3 0 2 2 1 1 1 1 0 1 0 0 1 0 3 0 0 1 2 2 1 0 1 1 0 1 0 1 1 3 0 0 0 1 0 0 1 1 0 1 0 2 0 1 1 0 1 0 2 0 0 0 0 0
Error: 0.408661
Pion Efficiency: 0.469697
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 6 1 1 4 1 3 3 2 4 4 1 0 2 2 3 0 3 0 4 0 1 4 0 3 3 2 1 3 2 3 1 4 2 2 5 2 5 5 2 2 2 3 3 2 6 1 8 4 5 5 4 8 0 9 6 1 2 3 1 3 4 5 5 6 4 4 3 3 4 8 1 2 5 4 4 2 4 4 1 9 7 5 6 4 4 7 5 7 5 9 3 2 3 8 1 8 6 5 5 8 7 7 6 7 11 8 5 7 8 8 8 15 9 6 13 5 6 6 10 8 3 12 8 7 12 8 6 7 9 6 14 9 10 12 11 9 5 9 10 16 15 11 15 10 15 11 13 10 13 15 14 14 23 16 9 15 8 14 12 21 17 11 18 19 18 13 9 4 15 12 17 12 9 11 12 12 6 24 14 13 17 13 17 7 12 13 12 16 12 9 17 19 15 13 19 15 14 15 8 25 20 20 5 13 12 15 11 10 13 17 18 11 20 13 19 16 18 16 26 19 21 19 20 24 20 23 24 18 21 17 24 22 33 24 20 17 31 27 24 30 35 31 45 40 40 23 43 25 35 36 20 6 0 0 0 0
Pion Histogram
 8 6 24 25 33 32 31 23 37 29 24 36 23 29 32 19 31 33 35 23 20 31 25 21 26 26 27 19 16 25 17 18 24 30 26 36 18 18 14 15 23 23 16 18 22 11 21 18 13 19 23 17 14 18 19 14 15 15 10 14 16 14 15 18 10 11 15 11 15 17 18 14 10 15 9 14 21 11 14 14 9 14 11 17 15 12 11 10 11 19 17 16 12 10 9 16 9 16 9 16 9 5 10 13 14 6 15 10 7 10 9 8 13 9 8 12 11 9 12 9 8 9 11 6 7 13 5 7 6 7 9 16 5 15 14 16 9 11 11 10 11 7 7 13 9 10 7 2 8 9 6 7 7 9 10 13 6 9 3 7 12 13 4 7 6 14 5 8 8 7 12 7 7 3 5 9 9 8 5 6 7 4 2 11 6 6 4 7 5 4 7 6 6 6 9 3 5 2 5 0 5 3 6 4 6 7 4 3 4 3 3 3 5 3 3 2 5 1 3 6 2 5 3 2 2 5 5 4 0 4 4 5 0 4 2 4 3 3 2 5 4 7 2 5 0 3 2 3 3 4 7 0 0 0 0 0
Error: 0.405052
Pion Efficiency: 0.430216
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 4 3 1 4 3 4 1 7 1 2 1 4 3 2 1 2 5 0 2 4 0 3 1 3 3 5 1 3 4 4 5 1 1 3 2 3 0 2 4 1 4 5 2 6 5 4 2 2 2 2 4 0 2 4 1 3 3 6 0 2 4 3 3 3 3 5 7 5 10 5 4 6 1 5 5 4 5 2 5 4 4 0 7 5 5 7 6 3 6 3 5 8 4 3 4 10 4 1 6 6 3 4 2 10 5 5 10 6 11 9 7 5 4 8 13 6 5 5 6 8 5 3 4 4 9 5 9 10 7 7 8 5 8 9 5 9 16 5 16 12 12 9 8 5 6 7 6 6 8 10 14 5 17 13 13 13 13 17 9 9 12 10 7 2 11 13 7 8 14 11 10 15 9 8 11 14 6 13 9 9 10 15 10 17 12 7 20 9 11 22 16 19 15 24 13 19 15 22 11 15 11 9 11 17 9 12 12 12 24 21 20 16 11 22 17 14 20 15 22 9 24 15 15 14 9 15 9 21 10 7 16 15 24 20 13 5 23 16 17 12 14 17 18 14 24 16 16 15 17 19 16 11 13 2 1 0
Pion Histogram
 5 26 26 35 37 26 38 32 32 33 29 31 34 29 25 30 18 21 23 22 14 20 20 25 19 16 19 28 18 19 18 18 21 19 17 16 23 12 21 16 6 11 21 17 18 13 12 14 8 9 15 10 18 9 13 13 23 11 17 12 12 17 7 18 8 7 14 11 8 8 6 7 9 19 3 14 13 11 13 6 16 8 10 14 10 14 7 17 8 6 7 7 6 8 9 7 10 7 7 10 9 10 3 9 7 10 6 7 5 11 6 5 7 6 6 7 13 11 9 3 12 2 5 6 8 4 5 11 5 6 6 3 2 8 5 7 7 6 2 10 6 8 9 7 5 6 4 6 3 2 4 8 7 5 9 7 3 5 7 2 3 5 4 4 7 7 6 10 7 5 3 5 7 7 7 7 4 4 3 5 5 5 3 3 3 4 3 2 2 5 6 3 2 6 0 3 4 4 6 5 5 4 3 3 7 4 4 4 2 6 4 2 4 6 2 1 5 3 2 1 0 1 2 1 2 1 2 2 4 3 1 1 3 0 2 0 1 1 1 1 2 1 2 0 2 0 1 2 1 0 3 1 2 0 0 0
Error: 0.400685
Pion Efficiency: 0.423632
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 0 0 0 0 2 0 0 0 1 0 1 1 0 0 0 1 1 0 0 2 0 0 0 1 1 3 0 0 0 2 1 4 1 2 1 0 0 0 1 3 0 0 0 0 1 2 2 1 0 0 0 1 1 2 2 2 0 0 0 1 2 0 1 2 0 1 1 1 2 3 1 1 1 0 5 1 2 0 2 1 0 2 0 3 2 2 1 1 3 0 3 2 1 2 3 0 1 1 0 2 1 1 2 3 1 2 3 1 2 1 0 0 2 1 0 2 1 1 2 1 0 4 0 3 2 2 2 1 1 2 4 6 2 1 4 1 1 2 4 0 1 4 4 1 1 0 4 0 3 2 3 2 4 3 4 2 4 2 3 1 2 0 3 3 2 3 2 2 1 4 0 3 0 2 4 4 2 6 4 4 2 4 5 8 0 4 7 6 3 3 1 1 1 3 2 3 1 3 5 8 3 1 2 3 6 3 2 4 2 4 4 0 5 3 3 1 1 2 6 3 2 5 3 6 2 7 8 4 6 1 4 7 1 3 4 2 2 3 2 5 1 4 4 3 7 2 6 4 6 2 4 4 6 1 0
Pion Histogram
 4 5 10 10 11 4 9 2 11 4 9 7 8 5 4 5 5 6 5 7 4 8 4 5 8 7 7 13 6 2 6 7 6 4 6 3 4 2 3 5 7 7 3 4 3 3 3 4 5 3 4 2 0 1 3 2 4 1 4 1 1 1 2 3 4 1 3 3 1 2 1 1 6 2 0 3 3 3 2 3 4 2 0 6 0 0 3 1 1 1 5 1 6 2 3 2 2 3 4 1 1 2 2 2 3 1 1 3 1 0 4 2 3 2 0 2 1 0 3 1 1 4 4 0 0 3 2 1 3 1 2 1 1 2 1 1 0 2 1 0 2 1 0 2 0 3 0 0 1 1 0 2 2 0 5 1 3 3 4 4 2 4 0 1 3 1 2 2 0 3 2 0 1 1 1 5 0 1 1 3 0 0 0 1 1 1 2 1 1 0 3 2 2 0 2 0 0 0 2 0 3 1 1 1 1 0 0 1 0 1 1 0 1 1 2 1 1 0 1 2 1 0 0 1 0 3 1 1 2 2 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0
Error: 0.413713
Pion Efficiency: 0.444062
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 6 3 1 4 3 6 1 7 1 3 1 5 4 2 1 2 6 1 2 4 2 3 1 3 4 6 4 3 4 4 7 2 5 4 4 4 0 2 4 2 7 5 2 6 5 5 4 4 3 2 4 0 3 5 3 5 5 6 0 2 5 5 3 4 5 5 8 6 11 7 7 7 2 6 5 9 6 4 5 6 5 0 9 5 8 9 8 4 7 6 5 11 6 4 6 13 4 2 7 6 5 5 3 12 8 6 12 9 12 11 8 5 4 10 14 6 7 6 7 10 6 3 8 4 12 7 11 12 8 8 10 9 14 11 6 13 17 6 18 16 12 10 12 9 7 8 6 10 8 13 16 8 19 17 16 17 15 21 11 12 13 12 7 5 14 15 10 10 16 12 14 15 12 8 13 18 10 15 15 13 14 17 14 22 20 7 24 16 17 25 19 20 16 25 16 21 18 23 14 20 19 12 12 19 12 18 15 14 28 23 24 20 11 27 20 17 21 16 24 15 27 17 20 17 15 17 16 29 14 13 17 19 31 21 16 9 25 18 20 14 19 18 22 18 27 23 18 21 21 25 18 15 17 8 2 0
Pion Histogram
 9 31 36 45 48 30 47 34 43 37 38 38 42 34 29 35 23 27 28 29 18 28 24 30 27 23 26 41 24 21 24 25 27 23 23 19 27 14 24 21 13 18 24 21 21 16 15 18 13 12 19 12 18 10 16 15 27 12 21 13 13 18 9 21 12 8 17 14 9 10 7 8 15 21 3 17 16 14 15 9 20 10 10 20 10 14 10 18 9 7 12 8 12 10 12 9 12 10 11 11 10 12 5 11 10 11 7 10 6 11 10 7 10 8 6 9 14 11 12 4 13 6 9 6 8 7 7 12 8 7 8 4 3 10 6 8 7 8 3 10 8 9 9 9 5 9 4 6 4 3 4 10 9 5 14 8 6 8 11 6 5 9 4 5 10 8 8 12 7 8 5 5 8 8 8 12 4 5 4 8 5 5 3 4 4 5 5 3 3 5 9 5 4 6 2 3 4 4 8 5 8 5 4 4 8 4 4 5 2 7 5 2 5 7 4 2 6 3 3 3 1 1 2 2 2 4 3 3 6 5 1 2 3 0 2 0 2 1 1 1 2 1 3 1 2 0 1 2 2 0 3 1 2 0 0 0
Error: 0.403324
Pion Efficiency: 0.428821
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 1 2 9 2 0 2 5 2 1 1 4 1 3 2 2 3 1 0 1 0 0 2 1 4 4 1 2 5 0 4 0 3 1 6 2 3 5 1 2 1 2 3 5 3 2 4 1 2 7 3 5 2 3 6 4 6 5 4 5 4 1 0 2 3 3 4 2 2 3 1 2 4 3 5 5 2 7 6 2 7 5 3 1 3 4 6 3 4 6 2 1 1 7 6 5 6 8 3 5 3 4 7 4 3 3 3 6 5 7 4 7 7 4 6 9 3 12 5 4 6 5 7 6 5 13 5 4 4 8 10 5 11 7 3 8 3 7 7 10 11 8 7 8 5 9 10 4 6 5 6 7 6 7 9 10 12 7 14 5 15 9 7 11 9 11 9 6 11 14 12 9 5 16 11 9 14 16 11 9 8 13 10 16 4 16 12 12 12 13 9 12 16 8 15 7 17 14 9 12 19 12 9 7 16 15 17 26 10 11 12 13 17 10 17 13 12 20 19 16 20 13 10 8 18 13 21 12 25 18 15 18 21 23 12 22 16 17 23 20 19 27 18 24 31 22 28 33 37 29 31 24 23 6 0 0
Pion Histogram
 9 30 29 28 37 26 28 37 32 23 26 19 19 24 30 22 21 17 30 19 22 25 23 19 13 19 19 19 17 23 16 18 17 19 18 15 12 29 20 16 8 9 15 11 10 12 15 10 16 12 13 19 22 14 10 8 9 8 16 14 13 10 14 10 11 11 16 12 6 7 10 9 7 12 18 13 9 7 11 14 17 9 12 11 8 7 12 9 16 6 11 8 14 10 13 10 12 11 9 8 11 6 12 7 5 8 7 6 11 7 2 9 16 8 5 6 2 4 8 4 8 8 2 5 10 8 5 7 6 6 8 7 7 6 4 5 9 7 2 9 6 4 4 4 6 5 11 3 4 5 6 9 7 5 6 8 4 5 6 9 2 8 4 9 6 7 12 2 5 6 3 6 1 4 3 8 4 7 6 5 8 10 3 6 6 0 5 4 3 4 2 4 3 3 1 2 6 3 3 2 3 2 8 6 4 3 2 2 1 2 1 4 4 3 5 4 11 3 2 1 4 3 1 3 2 1 2 1 2 4 2 1 4 4 0 2 1 0 5 2 2 3 0 4 1 3 2 3 4 1 2 4 3 0 0 0
Error: 0.398002
Pion Efficiency: 0.422339
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 0 2 0 0 0 1 0 0 0 1 0 1 1 1 0 2 1 0 1 1 0 0 1 1 0 0 0 0 0 1 2 0 0 0 3 1 0 0 0 0 1 2 1 0 2 0 3 4 1 1 1 3 1 1 0 1 0 0 0 0 3 4 2 0 1 1 2 0 0 1 2 2 1 0 0 0 1 1 1 3 0 1 2 1 1 1 2 1 3 0 4 0 0 1 3 1 4 1 0 2 3 2 2 2 0 2 4 1 0 2 2 1 2 1 1 1 0 0 3 1 1 3 2 1 3 2 0 0 2 1 4 0 1 1 0 2 3 0 2 4 0 6 0 3 1 6 3 3 4 2 3 3 2 4 1 3 3 3 2 5 2 4 1 3 2 2 2 1 0 4 2 4 2 3 4 1 1 2 3 2 3 4 1 1 2 4 2 5 2 1 1 2 3 1 3 3 1 3 0 4 3 3 4 8 3 4 4 1 4 2 3 1 4 3 0 6 4 2 4 5 3 4 4 1 10 7 3 2 4 4 5 5 5 2 4 7 3 6 1 8 3 8 6 8 7 4 8 6 5 6 8 2 1 0 0
Pion Histogram
 2 3 4 6 12 8 3 7 6 3 7 9 6 7 6 4 8 7 5 6 15 4 4 2 8 4 4 3 8 5 3 3 4 6 6 4 4 5 5 5 2 7 3 4 4 4 3 4 6 3 0 5 6 3 0 1 5 3 6 1 1 1 3 2 3 1 4 6 4 1 4 1 2 2 1 2 0 3 3 2 3 1 7 2 3 0 0 2 3 0 5 4 0 1 3 2 3 2 2 2 2 3 2 5 2 0 0 1 2 4 3 2 2 1 1 0 4 1 1 0 1 1 4 0 0 3 3 1 1 2 0 1 1 0 2 2 3 3 0 0 3 1 1 2 0 2 1 2 2 3 1 0 1 1 2 2 2 3 1 1 3 0 2 5 1 2 0 0 0 0 1 1 1 4 1 3 2 2 0 2 0 0 1 1 1 1 2 1 1 1 4 0 0 0 0 2 2 2 1 1 2 0 1 1 1 1 1 1 0 0 1 0 2 0 1 2 0 2 2 2 0 1 1 1 0 0 2 0 1 2 1 0 1 0 1 0 2 1 0 2 1 0 3 1 0 0 0 2 0 0 2 1 0 0 0 0
Error: 0.419837
Pion Efficiency: 0.47561
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 8 1 4 9 2 0 3 5 2 1 2 4 2 4 3 2 5 2 0 2 1 0 2 2 5 4 1 2 5 0 5 2 3 1 6 5 4 5 1 2 1 3 5 6 3 4 4 4 6 8 4 6 5 4 7 4 7 5 4 5 4 4 4 4 3 4 5 4 2 3 2 4 6 4 5 5 2 8 7 3 10 5 4 3 4 5 7 5 5 9 2 5 1 7 7 8 7 12 4 5 5 7 9 6 5 3 5 10 6 7 6 9 8 6 7 10 4 12 5 7 7 6 10 8 6 16 7 4 4 10 11 9 11 8 4 8 5 10 7 12 15 8 13 8 8 10 16 7 9 9 8 10 9 9 13 11 15 10 17 7 20 11 11 12 12 13 11 8 12 14 16 11 9 18 14 13 15 17 13 12 10 16 14 17 5 18 16 14 17 15 10 13 18 11 16 10 20 15 12 12 23 15 12 11 24 18 21 30 11 15 14 16 18 14 20 13 18 24 21 20 25 16 14 12 19 23 28 15 27 22 19 23 26 28 14 26 23 20 29 21 27 30 26 30 39 29 32 41 43 34 37 32 25 7 0 0
Pion Histogram
 11 33 33 34 49 34 31 44 38 26 33 28 25 31 36 26 29 24 35 25 37 29 27 21 21 23 23 22 25 28 19 21 21 25 24 19 16 34 25 21 10 16 18 15 14 16 18 14 22 15 13 24 28 17 10 9 14 11 22 15 14 11 17 12 14 12 20 18 10 8 14 10 9 14 19 15 9 10 14 16 20 10 19 13 11 7 12 11 19 6 16 12 14 11 16 12 15 13 11 10 13 9 14 12 7 8 7 7 13 11 5 11 18 9 6 6 6 5 9 4 9 9 6 5 10 11 8 8 7 8 8 8 8 6 6 7 12 10 2 9 9 5 5 6 6 7 12 5 6 8 7 9 8 6 8 10 6 8 7 10 5 8 6 14 7 9 12 2 5 6 4 7 2 8 4 11 6 9 6 7 8 10 4 7 7 1 7 5 4 5 6 4 3 3 1 4 8 5 4 3 5 2 9 7 5 4 3 3 1 2 2 4 6 3 6 6 11 5 4 3 4 4 2 4 2 1 4 1 3 6 3 1 5 4 1 2 3 1 5 4 3 3 3 5 1 3 2 5 4 1 4 5 3 0 0 0
Error: 0.402464
Pion Efficiency: 0.438241
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 2 1 0 0 2 3 0 2 1 3 2 3 2 1 0 2 1 3 0 1 1 0 0 1 0 4 1 3 3 3 4 1 1 1 2 3 1 2 3 1 3 2 2 4 2 2 1 2 2 5 2 2 1 4 3 1 1 2 3 2 3 0 2 2 3 3 2 4 5 4 1 2 4 2 2 1 4 3 4 3 7 3 5 6 3 3 3 2 2 2 7 7 2 3 5 8 3 6 5 6 5 2 8 2 2 5 5 5 1 3 5 6 6 2 3 4 1 8 5 5 4 4 2 3 4 2 3 4 9 3 6 3 6 10 10 10 8 2 5 7 3 8 8 7 6 12 9 9 9 9 6 10 9 5 11 8 11 12 6 8 6 11 8 15 8 9 12 15 12 8 11 6 18 13 7 18 8 11 10 11 7 8 10 18 11 13 12 13 9 10 13 14 10 13 16 22 16 15 6 15 9 11 14 17 13 14 10 14 14 12 17 12 11 15 17 21 19 15 7 7 13 15 21 18 18 12 21 17 17 14 27 18 21 17 27 26 22 25 27 16 28 22 39 32 26 32 32 42 48 34 19 15 10 5 0
Pion Histogram
 9 5 11 20 21 21 26 22 20 17 22 25 23 24 13 26 21 18 16 13 20 23 20 22 21 20 18 13 27 16 11 21 10 24 18 16 14 15 19 18 12 18 17 10 15 10 18 13 9 13 9 17 9 13 15 13 20 12 14 18 15 9 20 11 8 15 5 10 12 10 12 16 12 8 5 6 6 14 12 11 11 11 13 12 13 10 10 9 13 5 8 8 9 13 9 10 7 11 5 5 10 6 8 4 11 12 4 12 13 8 10 14 11 8 7 9 7 7 8 7 7 3 11 6 6 9 4 5 8 7 4 6 15 5 2 9 9 16 11 12 7 4 6 4 11 3 8 6 6 8 6 10 10 12 8 7 7 10 8 6 8 13 6 4 7 4 8 6 6 7 9 8 8 3 6 5 5 7 7 6 6 3 7 4 2 2 8 7 4 3 5 1 10 2 4 7 3 4 4 4 6 4 6 7 8 6 5 4 4 5 8 2 6 2 4 5 1 3 3 2 2 0 1 7 3 4 3 4 2 4 2 3 1 4 3 4 6 2 1 0 5 7 3 0 1 3 2 3 6 2 5 2 4 0 1 0
Error: 0.402485
Pion Efficiency: 0.415119
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 2 1 0 1 1 1 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 0 0 1 2 0 0 1 0 0 0 0 1 0 0 1 1 0 0 2 1 2 0 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 1 0 0 3 1 1 0 1 0 2 1 3 0 0 0 1 1 2 1 2 0 2 1 0 0 2 0 1 1 1 1 2 1 1 2 4 2 2 1 0 1 2 1 1 0 2 0 0 1 0 1 1 2 2 2 0 3 2 1 1 0 1 1 1 2 2 0 2 0 0 0 3 4 0 2 2 1 0 2 0 1 3 1 1 2 3 0 4 2 6 0 1 2 4 4 0 2 1 2 4 1 0 2 5 3 2 2 1 2 5 4 3 4 2 3 1 4 2 4 1 3 4 4 5 3 2 1 2 1 2 4 2 5 3 2 3 3 5 4 2 4 3 2 4 2 10 3 3 6 7 6 4 3 2 3 3 3 4 2 1 4 6 2 5 1 6 2 11 7 5 5 6 8 8 6 7 11 9 6 9 12 4 14 11 10 12 15 4 3 1 0
Pion Histogram
 1 3 0 3 5 2 2 6 5 4 2 3 6 4 7 10 5 4 3 3 8 6 5 2 2 6 4 6 5 4 1 3 4 2 5 1 1 4 6 3 1 5 4 5 2 3 4 4 2 3 1 0 3 4 8 2 3 1 6 3 3 2 10 2 1 4 2 3 3 3 1 1 2 2 4 3 5 2 5 0 2 4 6 4 3 2 3 1 2 2 1 1 4 1 2 1 3 3 1 3 1 2 2 3 2 2 0 4 6 1 0 2 2 3 1 1 0 1 2 3 1 2 0 3 4 0 0 0 0 3 2 2 1 1 2 1 3 0 2 3 3 2 2 1 1 3 0 5 1 5 2 3 1 2 0 1 1 3 2 3 0 3 3 1 0 1 0 2 1 1 1 2 1 1 5 5 2 0 1 3 0 1 2 2 2 0 2 1 2 2 1 1 0 1 2 1 4 0 1 1 4 2 2 0 4 0 1 1 1 3 0 3 0 0 2 3 1 0 3 1 1 0 2 1 0 1 3 1 2 0 0 2 0 0 0 2 0 2 0 0 0 1 0 0 1 2 1 0 1 1 0 1 0 0 0 0
Error: 0.409848
Pion Efficiency: 0.431942
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 5 4 2 0 1 3 4 1 2 1 3 2 3 3 2 0 3 1 3 0 2 1 0 0 1 1 4 1 4 5 3 4 2 1 1 2 3 2 2 3 2 4 2 2 6 3 4 1 3 2 5 2 2 1 5 3 1 1 2 4 3 3 1 2 3 4 3 2 7 6 5 1 3 4 4 3 4 4 3 4 4 8 5 6 8 3 5 4 2 2 4 7 8 3 4 6 10 4 7 7 10 7 4 9 2 3 7 6 6 1 5 5 6 7 2 4 5 3 10 7 5 7 6 3 4 4 3 4 5 11 5 6 5 6 10 10 13 12 2 7 9 4 8 10 7 7 15 10 10 11 12 6 14 11 11 11 9 13 16 10 8 8 12 10 19 9 9 14 20 15 10 13 7 20 18 11 21 12 13 13 12 11 10 14 19 14 17 16 18 12 12 14 16 11 15 20 24 21 18 8 18 12 16 18 19 17 17 12 18 16 22 20 15 17 22 23 25 22 17 10 10 16 19 23 19 22 18 23 22 18 20 29 29 28 22 32 32 30 33 33 23 39 31 45 41 38 36 46 53 58 46 34 19 13 6 0
Pion Histogram
 10 8 11 23 26 23 28 28 25 21 24 28 29 28 20 36 26 22 19 16 28 29 25 24 23 26 22 19 32 20 12 24 14 26 23 17 15 19 25 21 13 23 21 15 17 13 22 17 11 16 10 17 12 17 23 15 23 13 20 21 18 11 30 13 9 19 7 13 15 13 13 17 14 10 9 9 11 16 17 11 13 15 19 16 16 12 13 10 15 7 9 9 13 14 11 11 10 14 6 8 11 8 10 7 13 14 4 16 19 9 10 16 13 11 8 10 7 8 10 10 8 5 11 9 10 9 4 5 8 10 6 8 16 6 4 10 12 16 13 15 10 6 8 5 12 6 8 11 7 13 8 13 11 14 8 8 8 13 10 9 8 16 9 5 7 5 8 8 7 8 10 10 9 4 11 10 7 7 8 9 6 4 9 6 4 2 10 8 6 5 6 2 10 3 6 8 7 4 5 5 10 6 8 7 12 6 6 5 5 8 8 5 6 2 6 8 2 3 6 3 3 0 3 8 3 5 6 5 4 4 2 5 1 4 3 6 6 4 1 0 5 8 3 0 2 5 3 3 7 3 5 3 4 0 1 0
Error: 0.403969
Pion Efficiency: 0.419749
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 2 2 4 4 1 3 0 2 3 1 1 1 2 3 2 4 5 2 7 2 2 7 9 2 2 1 1 10 0 4 3 4 0 1 5 1 3 3 4 0 8 5 4 3 5 2 5 7 3 3 5 7 6 5 7 5 2 7 10 3 7 7 4 8 2 4 9 5 3 5 7 4 8 6 5 6 4 5 12 5 4 5 5 4 4 8 5 3 6 4 5 9 2 5 4 7 6 4 6 12 4 3 5 3 9 6 15 1 4 5 3 9 10 3 7 7 6 11 5 9 9 5 12 8 11 7 8 6 5 10 6 7 4 9 6 6 6 7 5 9 10 7 6 5 12 11 18 10 8 8 16 12 6 11 12 5 8 8 11 7 8 10 4 9 0 11 12 10 7 9 11 11 5 7 9 8 14 9 7 8 15 11 10 11 9 16 20 14 4 12 9 9 8 18 21 10 13 13 5 7 13 16 10 12 10 9 12 14 15 14 13 13 10 18 13 14 10 12 16 18 17 16 11 20 16 11 18 18 17 13 16 12 20 15 14 13 16 20 14 15 21 22 22 26 18 17 24 20 23 16 14 18 16 9 0
Pion Histogram
 15 41 52 38 33 53 45 37 33 34 33 33 29 34 21 27 34 23 25 31 26 23 14 19 35 23 17 16 23 26 20 17 22 19 13 24 15 12 17 17 17 16 19 23 25 14 19 19 20 12 11 13 12 15 10 16 17 14 10 10 12 12 19 13 10 12 11 10 7 10 15 12 8 6 11 9 6 10 5 11 8 8 6 8 8 10 12 8 13 6 11 6 10 7 7 7 7 7 9 7 5 8 2 6 12 7 5 5 4 6 7 8 8 6 4 8 11 4 8 11 7 3 3 8 5 4 4 7 3 4 5 4 3 6 3 7 4 6 5 2 6 2 5 5 4 5 3 4 2 2 4 3 2 2 4 7 7 11 3 6 2 3 3 5 2 2 2 4 4 2 3 2 4 3 4 3 1 3 4 6 4 2 5 1 5 2 0 2 0 5 1 2 4 1 2 1 5 1 1 2 4 4 2 2 5 3 3 3 1 0 2 3 5 5 3 4 5 3 2 3 2 1 2 3 1 2 3 3 4 3 1 2 2 0 1 1 2 3 2 0 0 0 2 0 3 0 2 1 3 0 1 2 0 1 0 0
Error: 0.394462
Pion Efficiency: 0.397732
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 1 1 0 1 0 1 0 0 0 1 0 0 0 1 2 2 3 1 0 0 0 0 0 1 0 0 2 0 0 2 0 0 3 3 1 0 0 1 3 2 0 0 2 0 0 1 0 1 2 2 1 3 2 1 0 3 3 3 0 0 4 7 1 2 1 1 1 1 1 1 2 4 0 1 2 1 2 1 3 3 2 0 1 3 1 2 1 1 1 2 0 2 2 3 1 1 2 5 1 0 1 1 2 1 0 2 1 3 1 3 2 2 2 3 4 5 1 1 4 7 1 2 2 0 1 4 1 3 0 6 0 1 3 0 2 2 1 2 2 2 1 2 1 1 1 3 0 0 1 3 0 1 0 1 1 6 1 0 1 3 1 1 5 2 5 2 0 3 4 5 1 4 1 2 1 2 2 1 0 2 0 3 2 3 4 1 4 1 5 6 3 0 2 4 1 4 2 3 2 0 6 2 4 4 2 3 2 1 4 5 3 8 2 7 3 3 5 6 0 4 4 5 5 3 2 4 4 3 6 3 5 4 3 0 5 5 1 6 3 1 5 4 4 4 6 6 2 4 3 9 3 6 2 3 2
Pion Histogram
 6 10 7 16 10 9 9 7 9 7 10 2 11 4 5 7 2 6 12 6 5 5 8 5 8 2 3 5 4 4 5 7 4 3 5 5 6 5 4 4 2 7 5 3 4 3 4 2 4 4 2 0 3 4 8 5 7 7 4 1 5 3 4 1 5 0 3 2 3 4 3 1 2 4 1 2 5 1 4 4 2 2 3 1 0 1 1 0 2 2 0 0 1 6 2 2 1 3 3 1 0 2 3 3 0 1 2 0 1 1 2 2 1 2 0 2 0 0 1 0 3 3 3 1 2 2 1 1 0 1 1 1 3 2 2 1 1 1 2 1 1 0 1 1 2 1 3 0 2 1 1 0 3 2 0 3 1 1 2 0 2 1 1 0 1 0 1 2 1 1 1 1 1 0 1 1 2 0 1 1 1 1 0 1 1 2 3 0 1 2 0 1 0 1 2 1 1 0 0 0 3 2 1 1 1 1 1 0 1 1 0 1 1 0 2 0 1 0 0 1 0 0 0 1 1 1 0 0 1 2 0 2 0 1 0 0 0 1 0 0 0 1 2 1 0 0 0 0 1 0 0 0 1 1 0 0
Error: 0.415562
Pion Efficiency: 0.431065
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 3 3 4 5 1 4 0 2 3 2 1 1 2 4 4 6 8 3 7 2 2 7 9 3 2 1 3 10 0 6 3 4 3 4 6 1 3 4 7 2 8 5 6 3 5 3 5 8 5 5 6 10 8 6 7 8 5 10 10 3 11 14 5 10 3 5 10 6 4 6 9 8 8 7 7 7 6 6 15 8 6 5 6 7 5 10 6 4 7 6 5 11 4 8 5 8 8 9 7 12 5 4 7 4 9 8 16 4 5 8 5 11 12 6 11 12 7 12 9 16 10 7 14 8 12 11 9 9 5 16 6 8 7 9 8 8 7 9 7 11 11 9 7 6 13 14 18 10 9 11 16 13 6 12 13 11 9 8 12 10 9 11 9 11 5 13 12 13 11 14 12 15 6 9 10 10 16 10 7 10 15 14 12 14 13 17 24 15 9 18 12 9 10 22 22 14 15 16 7 7 19 18 14 16 12 12 14 15 19 19 16 21 12 25 16 17 15 18 16 22 21 21 16 23 18 15 22 21 23 16 21 16 23 15 19 18 17 26 17 16 26 26 26 30 24 23 26 24 26 25 17 24 18 12 2
Pion Histogram
 21 51 59 54 43 62 54 44 42 41 43 35 40 38 26 34 36 29 37 37 31 28 22 24 43 25 20 21 27 30 25 24 26 22 18 29 21 17 21 21 19 23 24 26 29 17 23 21 24 16 13 13 15 19 18 21 24 21 14 11 17 15 23 14 15 12 14 12 10 14 18 13 10 10 12 11 11 11 9 15 10 10 9 9 8 11 13 8 15 8 11 6 11 13 9 9 8 10 12 8 5 10 5 9 12 8 7 5 5 7 9 10 9 8 4 10 11 4 9 11 10 6 6 9 7 6 5 8 3 5 6 5 6 8 5 8 5 7 7 3 7 2 6 6 6 6 6 4 4 3 5 3 5 4 4 10 8 12 5 6 4 4 4 5 3 2 3 6 5 3 4 3 5 3 5 4 3 3 5 7 5 3 5 2 6 4 3 2 1 7 1 3 4 2 4 2 6 1 1 2 7 6 3 3 6 4 4 3 2 1 2 4 6 5 5 4 6 3 2 4 2 1 2 4 2 3 3 3 5 5 1 4 2 1 1 1 2 4 2 0 0 1 4 1 3 0 2 1 4 0 1 2 1 2 0 0
Error: 0.398771
Pion Efficiency: 0.402652
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 9
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 0 3 1 4 1 1 2 1 1 0 2 3 1 1 0 2 3 0 2 2 2 0 1 1 0 6 2 4 3 2 2 1 4 1 2 4 1 1 6 4 4 2 2 3 2 3 3 2 2 2 5 4 5 1 5 4 1 1 6 5 1 3 4 2 5 5 5 1 3 2 4 2 2 5 3 5 8 3 6 5 4 4 4 1 1 0 3 4 5 4 7 2 3 3 6 2 3 4 3 7 4 5 4 8 3 4 9 7 4 9 2 3 5 7 6 3 5 2 5 6 7 8 5 7 1 6 4 4 2 4 4 6 7 5 4 7 5 3 7 13 5 10 5 9 9 8 10 12 8 8 5 9 8 10 9 5 8 16 7 8 10 8 8 12 7 4 12 13 8 10 14 11 9 14 13 7 9 12 11 11 16 9 12 10 10 9 12 10 14 14 20 16 5 10 12 16 14 9 14 13 14 8 13 11 19 9 15 10 11 17 13 17 18 21 12 15 17 14 18 14 13 20 18 14 15 21 14 20 24 18 24 19 21 26 18 27 19 32 22 30 25 32 41 35 32 41 33 33 33 28 5 1 1 1 0
Pion Histogram
 21 23 31 27 29 35 31 29 24 23 28 21 28 28 24 21 19 20 25 19 17 21 20 23 14 23 22 17 19 10 24 10 22 22 18 16 16 19 16 13 11 20 15 12 14 15 15 9 15 17 10 7 13 16 12 11 15 19 14 13 11 12 16 14 9 13 11 14 6 4 10 8 13 12 8 9 10 11 5 7 10 13 15 16 15 11 11 9 8 13 3 6 12 10 5 12 10 8 10 8 8 7 4 19 8 10 10 6 11 4 9 9 7 10 2 3 10 5 6 7 7 5 5 8 7 4 7 5 5 5 4 8 4 5 8 7 7 7 10 4 5 4 5 7 4 5 10 11 3 7 8 5 5 3 2 9 5 5 3 5 5 6 5 6 5 2 3 5 6 5 5 6 4 5 5 4 4 4 6 3 5 12 2 2 6 5 4 7 7 4 5 4 1 5 2 4 6 3 4 4 2 2 8 5 2 4 8 8 4 1 5 6 3 3 4 4 2 6 3 3 4 5 5 2 1 2 4 1 2 3 1 4 4 3 3 3 3 2 0 1 2 2 3 4 3 1 1 4 2 2 3 0 0 0 0 0
Error: 0.390757
Pion Efficiency: 0.407699
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 1 0 0 4 2 2 0 4 1 0 0 0 0 2 0 0 1 2 0 1 1 0 0 1 0 0 0 0 1 2 1 1 1 2 0 2 1 2 0 0 1 0 0 0 0 1 0 1 0 1 1 2 1 1 0 1 0 0 2 0 0 0 3 0 1 0 1 2 0 1 1 0 3 3 0 0 0 0 3 0 1 2 1 0 2 0 1 3 1 0 2 2 1 2 2 0 0 1 0 1 0 2 0 2 0 0 1 3 0 0 1 3 1 0 5 1 1 4 3 1 4 1 0 1 0 0 1 3 1 1 1 2 0 1 3 2 0 1 3 1 1 3 4 4 3 3 2 2 1 1 4 1 2 1 0 5 4 5 1 4 2 0 2 0 1 2 3 4 2 2 1 1 3 2 4 1 2 2 2 1 4 1 2 1 3 4 0 5 3 3 5 5 2 2 6 3 2 2 1 4 9 1 4 0 2 2 5 0 2 3 5 3 4 2 3 1 0 2 4 4 2 2 2 5 5 4 6 5 5 9 5 1 9 5 10 2 10 2 10 7 8 14 12 6 4 7 11 7 6 6 0 0 0 0 0
Pion Histogram
 7 4 7 3 9 6 8 7 9 7 8 4 3 5 1 5 8 3 4 10 11 9 2 5 6 4 2 5 2 2 5 4 6 3 1 12 5 3 2 1 6 2 2 3 4 1 3 2 2 3 6 5 2 5 4 0 1 4 5 3 5 3 3 1 2 0 3 5 3 2 1 3 5 2 2 4 1 2 3 5 4 4 1 2 0 1 2 3 0 1 3 6 2 1 3 2 1 2 1 3 2 2 1 4 5 3 1 1 2 2 2 3 4 4 1 3 2 0 3 2 0 4 2 0 0 2 4 3 1 1 2 1 2 1 1 2 2 2 3 2 3 3 2 0 1 1 2 0 0 1 0 0 2 0 3 4 2 0 0 4 2 3 1 1 0 1 1 4 2 0 3 1 0 2 1 0 3 1 1 0 3 0 1 2 0 0 2 1 0 0 1 2 4 3 1 1 1 3 0 1 3 0 1 3 1 2 0 0 1 0 1 1 2 2 0 1 1 0 1 0 0 3 0 0 1 1 1 0 2 4 1 0 0 0 1 1 5 2 0 1 0 0 0 1 1 1 1 1 0 1 0 0 0 0 0 0
Error: 0.418941
Pion Efficiency: 0.494828
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 1 3 1 8 3 3 2 5 2 0 2 3 1 3 0 2 4 2 2 3 3 0 1 2 0 6 2 4 4 4 3 2 5 3 2 6 2 3 6 4 5 2 2 3 2 4 3 3 2 3 6 6 6 2 5 5 1 1 8 5 1 3 7 2 6 5 6 3 3 3 5 2 5 8 3 5 8 3 9 5 5 6 5 1 3 0 4 7 6 4 9 4 4 5 8 2 3 5 3 8 4 7 4 10 3 4 10 10 4 9 3 6 6 7 11 4 6 6 8 7 11 9 5 8 1 6 5 7 3 5 5 8 7 6 7 9 5 4 10 14 6 13 9 13 12 11 12 14 9 9 9 10 10 11 9 10 12 21 8 12 12 8 10 12 8 6 15 17 10 12 15 12 12 16 17 8 11 14 13 12 20 10 14 11 13 13 12 15 17 17 25 21 7 12 18 19 16 11 15 17 23 9 17 11 21 11 20 10 13 20 18 20 22 23 15 16 17 16 22 18 15 22 20 19 20 25 20 25 29 27 29 20 30 31 28 29 29 34 32 37 33 46 53 41 36 48 44 40 39 34 5 1 1 1 0
Pion Histogram
 28 27 38 30 38 41 39 36 33 30 36 25 31 33 25 26 27 23 29 29 28 30 22 28 20 27 24 22 21 12 29 14 28 25 19 28 21 22 18 14 17 22 17 15 18 16 18 11 17 20 16 12 15 21 16 11 16 23 19 16 16 15 19 15 11 13 14 19 9 6 11 11 18 14 10 13 11 13 8 12 14 17 16 18 15 12 13 12 8 14 6 12 14 11 8 14 11 10 11 11 10 9 5 23 13 13 11 7 13 6 11 12 11 14 3 6 12 5 9 9 7 9 7 8 7 6 11 8 6 6 6 9 6 6 9 9 9 9 13 6 8 7 7 7 5 6 12 11 3 8 8 5 7 3 5 13 7 5 3 9 7 9 6 7 5 3 4 9 8 5 8 7 4 7 6 4 7 5 7 3 8 12 3 4 6 5 6 8 7 4 6 6 5 8 3 5 7 6 4 5 5 2 9 8 3 6 8 8 5 1 6 7 5 5 4 5 3 6 4 3 4 8 5 2 2 3 5 1 4 7 2 4 4 3 4 4 8 4 0 2 2 2 3 5 4 2 2 5 2 3 3 0 0 0 0 0
Error: 0.396555
Pion Efficiency: 0.421493
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 10
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 3 2 2 1 3 0 1 3 0 4 0 2 3 1 0 2 0 1 0 0 3 2 1 3 0 1 1 3 1 0 0 2 3 2 4 2 1 5 1 1 1 2 5 1 0 2 5 1 0 2 3 1 2 1 3 3 2 3 5 0 3 2 4 5 4 1 3 1 1 5 3 3 1 2 3 5 6 1 3 3 6 4 3 4 0 1 3 4 4 7 3 4 5 1 1 4 6 7 2 2 2 2 4 5 3 1 6 6 5 3 4 2 5 6 3 3 7 5 7 5 4 4 6 4 5 6 2 9 3 7 4 4 3 2 11 4 6 5 6 4 7 4 6 7 11 10 4 8 2 9 11 11 12 11 13 7 11 9 11 4 8 8 10 13 10 12 9 12 8 7 10 9 9 10 13 6 12 14 10 14 10 10 16 5 11 10 10 15 13 8 12 14 16 16 12 15 13 17 17 7 11 9 18 14 7 14 14 11 14 19 14 6 9 20 11 14 24 11 17 24 12 11 20 14 15 22 16 19 18 17 18 18 24 22 21 15 14 25 30 28 29 21 29 33 37 27 38 39 32 43 39 30 14 8 31
Pion Histogram
 15 29 31 25 29 23 29 26 25 20 32 22 26 25 21 33 19 19 19 20 21 27 20 14 18 16 16 11 15 16 19 11 19 15 20 21 20 13 13 8 16 10 14 15 15 17 8 11 8 12 8 15 9 13 12 11 17 19 17 13 5 9 13 13 9 10 8 12 8 8 16 9 6 9 11 12 12 8 8 9 8 7 9 15 8 5 6 10 12 6 5 12 14 11 7 5 13 11 12 11 10 8 10 11 5 3 7 9 7 8 8 9 7 3 12 5 13 4 6 5 8 15 6 6 8 7 5 13 10 11 11 3 5 3 6 9 9 6 9 6 6 8 6 5 5 7 5 2 4 8 8 7 9 6 5 8 6 7 5 7 4 6 11 6 6 7 6 13 3 3 1 5 2 7 6 5 3 5 11 4 3 5 8 6 6 4 7 2 4 5 1 7 5 6 8 5 6 7 3 2 4 1 6 2 6 3 4 5 3 5 7 4 5 2 2 3 3 1 3 5 0 2 5 5 3 5 7 4 4 1 1 4 3 7 2 2 3 3 1 2 3 3 1 1 3 3 4 0 6 2 1 3 4 0 3 3
Error: 0.39266
Pion Efficiency: 0.390372
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 0 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 2 2 1 0 0 2 0 0 1 0 1 0 2 1 0 1 1 2 0 1 0 1 0 0 1 1 2 1 1 0 1 1 0 0 1 1 1 1 0 0 0 1 0 0 2 2 1 0 0 0 0 0 1 0 0 0 1 0 1 2 0 3 2 2 2 0 2 1 1 1 3 0 0 1 1 2 1 1 0 0 1 1 1 1 1 0 1 1 1 1 0 3 1 1 1 2 1 1 3 0 0 2 2 1 3 1 0 0 1 2 0 2 1 1 2 0 2 1 2 4 3 2 2 2 3 3 4 2 1 3 1 1 5 1 4 3 2 2 5 3 4 4 2 3 1 1 2 0 0 5 1 3 4 5 2 2 3 1 1 0 2 2 0 2 1 5 2 6 2 4 5 1 1 5 1 5 6 2 5 1 3 1 6 4 5 4 4 5 2 2 3 1 3 8 5 1 3 4 4 9 4 1 4 4 1 7 8 11 7 9 8 4 1 4 7 8 2 8 5 4 6 8 12 8 9 11 5 1 4 4
Pion Histogram
 6 7 9 9 4 5 10 10 8 5 4 3 8 9 3 4 4 4 2 3 3 5 4 4 3 4 4 5 2 4 5 4 5 2 3 3 7 5 4 4 2 2 4 5 7 2 1 2 3 4 3 2 4 6 4 2 0 2 3 5 1 2 5 8 4 1 3 5 3 3 3 2 2 0 1 3 5 1 3 2 1 2 3 4 2 0 3 0 2 2 1 6 1 2 2 3 1 0 1 5 3 1 0 2 4 3 1 2 5 0 6 0 0 2 3 1 0 1 2 2 2 3 3 2 1 2 2 3 1 1 3 2 0 2 3 1 0 2 0 1 2 1 1 1 2 3 0 3 3 1 2 3 1 0 1 3 2 3 1 1 1 1 2 1 2 3 0 1 1 2 2 2 2 2 1 2 1 1 1 1 2 2 3 2 1 0 1 2 3 1 2 0 0 0 0 0 2 0 5 1 3 3 1 2 2 2 0 0 2 3 1 1 0 0 1 1 1 0 0 0 0 1 1 0 0 3 0 0 0 1 1 0 0 3 2 3 1 0 0 0 1 2 2 0 0 1 3 0 3 2 0 0 1 2 1 4
Error: 0.415459
Pion Efficiency: 0.428571
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 8 3 2 2 2 3 0 2 4 0 4 1 3 3 1 0 2 1 1 0 0 4 2 2 3 0 3 3 4 1 0 2 2 3 3 4 3 1 7 2 1 2 3 7 1 1 2 6 1 0 3 4 3 3 2 3 4 3 3 5 1 4 3 5 5 4 1 4 1 1 7 5 4 1 2 3 5 6 2 3 3 6 5 3 5 2 1 6 6 6 9 3 6 6 2 2 7 6 7 3 3 4 3 5 5 3 2 7 7 6 4 4 3 6 7 4 3 10 6 8 6 6 5 7 7 5 6 4 11 4 10 5 4 3 3 13 4 8 6 7 6 7 6 7 9 15 13 6 10 4 12 14 15 14 12 16 8 12 14 12 8 11 10 12 18 13 16 13 14 11 8 11 11 9 10 18 7 15 18 15 16 12 13 17 6 11 12 12 15 15 9 17 16 22 18 16 20 14 18 22 8 16 15 20 19 8 17 15 17 18 24 18 10 14 22 13 17 25 14 25 29 13 14 24 18 24 26 17 23 22 18 25 26 35 29 30 23 18 26 34 35 37 23 37 38 41 33 46 51 40 52 50 35 15 12 35
Pion Histogram
 21 36 40 34 33 28 39 36 33 25 36 25 34 34 24 37 23 23 21 23 24 32 24 18 21 20 20 16 17 20 24 15 24 17 23 24 27 18 17 12 18 12 18 20 22 19 9 13 11 16 11 17 13 19 16 13 17 21 20 18 6 11 18 21 13 11 11 17 11 11 19 11 8 9 12 15 17 9 11 11 9 9 12 19 10 5 9 10 14 8 6 18 15 13 9 8 14 11 13 16 13 9 10 13 9 6 8 11 12 8 14 9 7 5 15 6 13 5 8 7 10 18 9 8 9 9 7 16 11 12 14 5 5 5 9 10 9 8 9 7 8 9 7 6 7 10 5 5 7 9 10 10 10 6 6 11 8 10 6 8 5 7 13 7 8 10 6 14 4 5 3 7 4 9 7 7 4 6 12 5 5 7 11 8 7 4 8 4 7 6 3 7 5 6 8 5 8 7 8 3 7 4 7 4 8 5 4 5 5 8 8 5 5 2 3 4 4 1 3 5 0 3 6 5 3 8 7 4 4 2 2 4 3 10 4 5 4 3 1 2 4 5 3 1 3 4 7 0 9 4 1 3 5 2 4 7
Error: 0.397326
Pion Efficiency: 0.405443
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 11
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 1 0 0 4 4 1 3 3 1 1 1 2 0 0 2 1 1 2 3 2 4 1 0 7 5 3 7 4 0 6 3 2 4 7 3 3 1 2 4 3 2 5 4 5 2 4 5 4 2 4 3 4 4 5 4 8 5 7 0 4 2 7 4 3 3 4 3 5 5 6 3 5 6 7 5 4 4 3 5 5 6 6 5 2 4 8 2 8 8 6 7 5 5 6 5 8 6 3 4 5 6 5 5 3 5 6 7 5 5 2 7 6 3 9 7 8 3 8 6 12 6 5 6 4 7 6 7 4 7 5 10 3 9 10 10 6 12 6 8 8 8 5 2 8 14 12 12 9 12 5 4 17 13 12 13 6 3 8 10 11 17 4 11 11 5 9 6 13 11 8 10 12 6 12 6 11 13 15 8 9 12 9 12 10 16 16 8 13 10 5 13 16 16 14 8 8 7 12 18 8 10 13 17 7 8 11 16 7 15 15 11 15 18 15 18 15 16 7 13 19 18 14 12 9 16 11 12 10 17 18 20 19 12 17 24 17 16 18 19 21 28 17 19 24 27 23 19 18 19 29 28 21 27 6 1
Pion Histogram
 13 8 17 28 27 32 39 28 33 30 43 38 30 29 24 35 31 30 16 27 35 23 27 27 24 25 31 16 20 19 15 25 14 31 9 17 19 18 14 13 21 15 17 18 27 17 14 19 24 13 13 10 12 14 15 12 9 9 11 6 9 17 8 16 19 8 16 9 17 5 12 10 11 8 4 4 18 7 12 8 15 8 11 8 5 10 14 14 6 4 10 10 11 5 8 11 11 7 4 6 13 10 5 14 5 5 5 8 7 6 5 3 4 6 5 6 11 4 6 9 6 8 5 10 7 6 11 8 2 6 8 4 8 8 3 7 8 5 4 4 6 4 3 7 4 1 7 5 6 5 8 4 6 4 4 3 6 3 8 5 5 9 4 5 7 1 0 4 0 8 5 2 0 2 7 4 6 5 3 6 2 3 2 7 6 7 3 3 4 7 1 2 3 4 2 4 6 2 3 4 4 4 4 5 2 1 3 1 1 1 4 4 0 5 2 1 3 1 2 3 1 2 4 2 1 2 1 2 2 2 3 1 1 2 2 1 0 0 3 1 2 0 1 2 0 2 2 3 0 0 2 0 2 3 0 0
Error: 0.391233
Pion Efficiency: 0.392686
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 0 0 0 0 4 2 1 0 0 0 1 0 0 0 1 1 1 1 1 1 2 1 2 2 2 0 2 0 1 0 1 1 0 0 1 0 2 0 0 0 1 0 1 1 1 0 0 0 1 0 1 1 3 3 1 0 0 1 1 0 1 1 2 3 0 1 1 1 0 0 2 2 3 0 1 2 0 2 1 0 2 0 0 3 2 1 1 1 0 0 1 0 0 0 0 1 2 0 1 0 1 3 2 1 0 0 2 2 1 2 2 1 2 2 0 2 4 3 3 2 3 2 6 2 2 0 3 2 1 1 7 4 1 1 2 0 0 2 6 3 1 0 2 1 3 3 3 0 1 5 1 2 4 2 6 0 2 2 2 0 4 3 5 7 1 4 4 2 5 2 2 3 3 2 3 6 5 4 2 2 2 1 2 3 3 3 4 2 1 1 1 5 4 0 1 5 2 0 4 2 3 5 0 2 0 3 2 0 4 6 4 3 3 0 0 0 3 5 8 4 4 2 1 4 4 4 5 4 1 5 7 9 6 4 4 2 5 3 7 2 4 6 5 5 10 6 4 8 4 8 8 8 2 1 0
Pion Histogram
 0 2 5 5 10 11 9 11 9 11 7 14 6 5 5 9 7 8 6 5 4 2 2 5 11 9 4 1 7 1 7 6 4 6 9 5 5 4 4 3 3 2 4 4 2 1 1 4 5 2 2 3 3 5 2 4 3 6 2 5 0 3 1 4 1 5 3 2 3 3 1 3 5 5 5 2 1 2 2 4 3 5 1 2 1 3 3 4 3 2 1 2 3 4 2 3 2 0 2 2 1 2 3 3 1 3 1 2 1 2 1 0 1 1 0 3 2 1 4 0 2 4 1 1 1 1 2 3 1 1 1 0 1 0 3 1 3 2 1 0 1 0 1 1 0 0 0 2 1 0 1 1 0 0 2 1 0 2 3 1 0 0 2 2 0 2 1 0 1 0 2 2 1 2 0 2 3 0 1 1 1 0 2 2 0 3 1 1 2 1 1 1 3 0 1 0 3 0 2 0 0 0 1 1 0 0 1 0 1 0 2 0 0 3 2 1 0 0 0 2 0 1 0 2 1 2 0 1 1 0 0 0 0 2 1 1 1 0 1 0 1 0 0 1 0 0 0 0 0 1 3 0 0 0 1 0
Error: 0.40543
Pion Efficiency: 0.435852
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 2 1 0 0 4 8 3 4 3 1 1 2 2 0 0 3 2 2 3 4 3 6 2 2 9 7 3 9 4 1 6 4 3 4 7 4 3 3 2 4 3 3 5 5 6 3 4 5 4 3 4 4 5 7 8 5 8 5 8 1 4 3 8 6 6 3 5 4 6 5 6 5 7 9 7 6 6 4 5 6 5 8 6 5 5 6 9 3 9 8 6 8 5 5 6 5 9 8 3 5 5 7 8 7 4 5 6 9 7 6 4 9 7 5 11 7 10 7 11 9 14 9 7 12 6 9 6 10 6 8 6 17 7 10 11 12 6 12 8 14 11 9 5 4 9 17 15 15 9 13 10 5 19 17 14 19 6 5 10 12 11 21 7 16 18 6 13 10 15 16 10 12 15 9 14 9 17 18 19 10 11 14 10 14 13 19 19 12 15 11 6 14 21 20 14 9 13 9 12 22 10 13 18 17 9 8 14 18 7 19 21 15 18 21 15 18 15 19 12 21 23 22 16 13 13 20 15 17 14 18 23 27 28 18 21 28 19 21 21 26 23 32 23 24 29 37 29 23 26 23 37 36 29 29 7 1
Pion Histogram
 13 10 22 33 37 43 48 39 42 41 50 52 36 34 29 44 38 38 22 32 39 25 29 32 35 34 35 17 27 20 22 31 18 37 18 22 24 22 18 16 24 17 21 22 29 18 15 23 29 15 15 13 15 19 17 16 12 15 13 11 9 20 9 20 20 13 19 11 20 8 13 13 16 13 9 6 19 9 14 12 18 13 12 10 6 13 17 18 9 6 11 12 14 9 10 14 13 7 6 8 14 12 8 17 6 8 6 10 8 8 6 3 5 7 5 9 13 5 10 9 8 12 6 11 8 7 13 11 3 7 9 4 9 8 6 8 11 7 5 4 7 4 4 8 4 1 7 7 7 5 9 5 6 4 6 4 6 5 11 6 5 9 6 7 7 3 1 4 1 8 7 4 1 4 7 6 9 5 4 7 3 3 4 9 6 10 4 4 6 8 2 3 6 4 3 4 9 2 5 4 4 4 5 6 2 1 4 1 2 1 6 4 0 8 4 2 3 1 2 5 1 3 4 4 2 4 1 3 3 2 3 1 1 4 3 2 1 0 4 1 3 0 1 3 0 2 2 3 0 1 5 0 2 3 1 0
Error: 0.394114
Pion Efficiency: 0.405443
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 12
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 4 0 2 3 3 3 0 1 3 0 2 1 1 2 4 2 0 1 1 0 3 4 2 1 3 3 2 2 3 2 3 4 4 2 5 1 2 4 2 5 3 4 4 4 1 2 6 2 3 4 4 3 5 6 2 4 2 4 2 3 3 1 2 3 0 7 1 3 4 9 3 1 2 2 6 4 5 1 4 3 0 4 6 6 2 4 3 3 5 3 3 5 7 5 1 4 2 3 7 3 9 2 2 0 6 3 4 4 5 7 2 4 2 5 6 2 4 6 2 5 6 5 1 4 7 3 9 5 8 7 7 2 4 7 8 5 9 4 7 5 9 6 14 7 7 9 9 8 5 6 5 10 9 9 9 9 6 13 8 12 6 9 9 14 11 14 7 6 11 13 11 10 6 10 8 8 10 11 22 12 13 12 8 15 13 6 13 7 19 16 13 11 12 12 14 20 12 18 12 16 14 16 9 16 16 18 13 13 11 20 10 20 18 12 17 8 9 16 19 21 17 22 23 12 25 19 12 21 15 15 16 15 15 29 11 21 15 12 22 25 18 25 20 16 30 17 21 41 29 27 34 27 31 20 24 6
Pion Histogram
 16 23 23 34 29 30 34 36 34 29 31 37 30 37 21 37 14 23 25 24 22 16 19 23 20 14 20 20 23 27 18 12 18 10 16 28 14 13 16 10 14 23 12 14 20 17 22 11 12 12 8 12 10 13 25 19 15 8 11 7 18 13 19 8 8 11 6 13 11 12 17 9 9 9 17 4 5 6 9 9 7 7 13 9 6 8 6 10 11 12 8 12 7 8 8 6 11 3 11 6 8 9 8 7 7 4 8 5 5 10 3 9 8 3 6 8 5 6 6 6 4 4 7 6 6 6 9 7 7 6 4 6 3 5 4 3 2 7 6 5 4 4 4 8 8 7 5 4 8 3 6 5 8 8 7 4 7 3 3 1 6 3 5 4 4 3 8 3 3 8 4 3 4 3 4 4 5 8 5 4 2 2 5 6 8 0 2 4 7 3 8 2 7 5 5 5 6 8 2 2 4 2 6 6 3 3 3 2 4 4 1 5 5 5 3 5 5 3 3 0 1 3 3 1 3 5 1 3 4 2 3 2 3 1 1 2 3 3 0 2 3 2 2 1 0 5 4 1 1 0 3 1 1 4 0 0
Error: 0.386666
Pion Efficiency: 0.378975
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 0 1 1 0 0 0 0 0 1 1 0 4 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 2 3 1 1 0 1 3 1 0 1 0 0 3 0 1 2 0 0 1 1 0 0 2 1 1 1 1 3 0 0 0 1 0 1 1 1 2 0 1 3 2 0 0 1 2 0 0 0 1 3 2 1 1 1 1 2 1 1 1 0 1 0 0 1 2 2 2 1 2 0 2 0 1 1 0 3 0 0 3 3 3 1 0 1 2 1 2 0 0 2 4 1 1 2 0 0 1 2 1 0 0 4 1 1 1 0 1 2 0 2 6 2 0 1 2 1 1 3 3 0 2 5 0 1 3 0 3 0 2 2 1 1 0 2 0 1 2 0 2 5 3 2 5 0 2 1 7 1 1 1 1 1 4 3 4 2 2 1 5 3 2 6 1 4 6 4 2 2 1 2 5 4 7 6 2 5 3 4 5 3 3 1 4 4 1 10 4 2 3 3 0 6 4 3 1 7 2 2 6 3 4 3 8 4 6 2 1 5 4 5 3 8 2 6 8 4 4 9 9 8 6 9 8 3 2
Pion Histogram
 4 4 6 12 5 11 12 10 5 8 11 9 7 6 6 7 7 6 6 4 9 6 5 5 7 6 1 3 4 6 7 5 5 3 5 8 4 4 6 3 5 3 5 0 1 2 1 2 5 2 3 3 6 0 2 3 2 6 3 2 2 3 5 2 1 1 1 3 2 3 1 2 1 0 4 4 2 0 2 4 3 3 2 3 0 2 2 2 4 0 2 0 0 5 3 3 2 3 1 0 2 2 2 1 1 1 3 0 1 3 0 1 3 2 0 2 0 3 1 3 3 1 3 1 0 1 2 3 0 1 2 4 3 2 0 3 3 1 2 1 2 0 1 1 2 1 0 3 1 5 3 0 4 0 1 1 1 2 0 2 1 1 1 1 3 0 0 2 4 0 0 1 0 2 4 1 2 4 2 0 5 1 3 1 0 1 2 0 1 3 1 3 1 1 1 0 1 0 1 2 0 0 2 1 3 2 2 3 1 1 2 1 0 4 1 1 2 1 0 1 1 2 2 0 0 0 1 1 2 1 2 0 1 3 1 1 0 1 1 1 0 0 1 1 2 1 0 1 1 0 0 0 0 1 2 2
Error: 0.420341
Pion Efficiency: 0.456811
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 5 0 3 4 3 3 0 1 3 1 3 1 5 3 4 2 0 1 1 0 3 4 3 1 3 3 3 2 3 3 4 6 7 3 6 1 3 7 3 5 4 4 4 7 1 3 8 2 3 5 5 3 5 8 3 5 3 5 5 3 3 1 3 3 1 8 2 5 4 10 6 3 2 2 7 6 5 1 4 4 3 6 7 7 3 5 5 4 6 4 3 6 7 5 2 6 4 5 8 5 9 4 2 1 7 3 7 4 5 10 5 7 3 5 7 4 5 8 2 5 8 9 2 5 9 3 9 6 10 8 7 2 8 8 9 6 9 5 9 5 11 12 16 7 8 11 10 9 8 9 5 12 14 9 10 12 6 16 8 14 8 10 10 14 13 14 8 8 11 15 16 13 8 15 8 10 11 18 23 13 14 13 9 19 16 10 15 9 20 21 16 13 18 13 18 26 16 20 14 17 16 21 13 23 22 20 18 16 15 25 13 23 19 16 21 9 19 20 21 24 20 22 29 16 28 20 19 23 17 21 19 19 18 37 15 27 17 13 27 29 23 28 28 18 36 25 25 45 38 36 42 33 40 28 27 8
Pion Histogram
 20 27 29 46 34 41 46 46 39 37 42 46 37 43 27 44 21 29 31 28 31 22 24 28 27 20 21 23 27 33 25 17 23 13 21 36 18 17 22 13 19 26 17 14 21 19 23 13 17 14 11 15 16 13 27 22 17 14 14 9 20 16 24 10 9 12 7 16 13 15 18 11 10 9 21 8 7 6 11 13 10 10 15 12 6 10 8 12 15 12 10 12 7 13 11 9 13 6 12 6 10 11 10 8 8 5 11 5 6 13 3 10 11 5 6 10 5 9 7 9 7 5 10 7 6 7 11 10 7 7 6 10 6 7 4 6 5 8 8 6 6 4 5 9 10 8 5 7 9 8 9 5 12 8 8 5 8 5 3 3 7 4 6 5 7 3 8 5 7 8 4 4 4 5 8 5 7 12 7 4 7 3 8 7 8 1 4 4 8 6 9 5 8 6 6 5 7 8 3 4 4 2 8 7 6 5 5 5 5 5 3 6 5 9 4 6 7 4 3 1 2 5 5 1 3 5 2 4 6 3 5 2 4 4 2 3 3 4 1 3 3 2 3 2 2 6 4 2 2 0 3 1 1 5 2 2
Error: 0.393633
Pion Efficiency: 0.394976
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 13
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 2 1 1 2 3 3 3 0 4 2 1 1 0 2 2 0 1 3 4 1 5 3 4 1 3 0 2 0 7 0 2 3 3 1 3 2 3 3 2 7 2 1 2 2 1 3 1 2 6 4 3 1 3 3 2 2 1 2 2 3 5 2 4 3 3 1 2 2 4 4 1 2 3 2 4 4 5 4 5 3 3 2 4 4 2 4 2 3 4 6 5 5 3 2 6 9 4 2 1 4 6 2 3 2 2 8 8 4 4 6 4 2 5 7 3 7 2 7 4 3 1 1 4 5 3 5 4 3 3 8 3 10 9 7 7 6 5 5 4 7 3 8 4 5 9 7 10 6 6 7 9 5 9 10 6 11 8 7 9 13 11 12 6 7 13 5 11 12 13 13 7 10 13 5 8 8 12 8 9 11 12 10 16 7 12 12 8 9 11 11 16 15 13 17 15 7 12 14 19 11 13 13 12 11 11 12 16 12 12 17 17 16 14 11 14 13 16 22 9 25 22 24 13 23 22 21 15 18 25 25 27 18 21 36 32 35 26 29 32 38 44 40 54 43 65 13 17 14 3 10 5 3 1 1 1 0
Pion Histogram
 11 36 31 35 41 28 40 28 31 33 29 27 21 23 20 16 21 21 30 29 20 13 18 19 29 18 13 18 13 12 22 17 16 17 18 19 16 15 18 12 18 11 13 13 10 16 12 12 10 19 13 13 10 11 10 12 13 13 14 8 16 13 13 11 8 12 8 13 12 10 10 13 6 13 14 7 9 8 5 8 12 13 11 6 10 10 12 7 12 6 9 9 11 12 8 8 7 11 9 5 1 7 7 7 10 5 11 10 5 8 7 10 9 12 7 9 8 4 6 7 8 4 4 5 5 7 4 14 6 6 8 2 8 9 3 8 7 4 10 4 6 6 6 2 4 5 6 4 6 5 9 5 2 7 9 4 5 3 9 4 6 3 5 6 4 5 5 6 4 3 5 3 4 2 10 4 3 7 4 3 8 5 11 5 3 7 8 3 3 4 6 8 3 6 4 5 6 2 4 5 3 1 4 4 12 6 4 2 1 4 2 2 2 3 5 4 4 5 4 4 4 3 1 2 2 2 2 6 3 1 1 4 3 4 2 3 3 3 4 3 2 2 7 1 7 3 1 0 0 0 2 0 1 0 0 0
Error: 0.388781
Pion Efficiency: 0.383604
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 1 0 0 0 0 1 1 1 0 0 0 0 4 0 0 0 1 2 1 0 1 1 0 0 0 1 0 1 2 0 0 0 0 1 0 0 2 2 1 0 1 0 3 0 1 0 0 1 1 0 0 0 2 1 0 1 0 0 0 2 0 1 1 4 2 0 1 1 2 1 2 4 2 0 1 0 1 1 2 0 1 1 1 1 2 2 2 3 3 2 1 0 2 0 1 0 1 0 1 1 3 1 1 0 0 0 1 2 1 0 2 2 1 2 0 3 1 2 0 2 1 0 3 1 0 3 0 1 1 1 1 0 3 0 2 3 1 2 1 0 0 3 3 2 2 3 1 1 0 0 1 3 0 2 2 2 2 1 1 2 0 3 0 3 2 2 4 3 7 3 4 1 1 1 1 3 1 5 0 2 5 5 1 3 4 3 1 2 3 1 5 2 2 3 6 2 0 2 4 2 1 3 6 3 2 5 3 3 6 9 2 3 1 3 3 2 1 2 7 3 3 3 7 3 5 5 2 3 6 6 4 8 12 9 6 12 7 11 14 7 12 6 12 13 3 0 3 1 1 2 0 0 0 1 0
Pion Histogram
 2 11 11 11 11 11 16 4 6 9 7 7 7 9 2 10 5 4 7 10 6 6 4 7 7 4 5 3 8 5 3 2 2 1 4 3 7 4 2 3 2 4 1 0 2 2 5 5 4 3 3 3 3 3 0 1 4 1 1 2 2 3 4 2 2 2 1 2 3 3 3 2 3 6 5 1 2 4 3 1 5 3 1 3 1 1 1 1 2 4 1 4 1 2 1 1 3 2 2 3 2 1 0 1 6 1 0 0 0 0 2 4 1 4 0 0 3 1 3 1 1 2 2 1 4 2 1 1 1 1 0 0 2 1 0 0 1 0 3 1 1 1 1 1 1 2 3 0 1 0 0 4 1 0 2 0 1 1 2 0 3 2 3 0 1 2 1 1 1 1 1 0 0 1 4 0 2 2 2 3 0 0 1 3 1 2 1 0 0 1 1 4 3 1 2 2 1 1 5 1 0 0 1 0 1 1 0 1 1 2 0 0 0 2 0 3 1 0 3 1 1 2 2 3 3 1 1 2 3 3 0 2 3 0 2 1 1 1 1 0 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0
Error: 0.415755
Pion Efficiency: 0.446154
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 3 2 1 2 3 3 4 1 5 2 1 1 0 6 2 0 1 4 6 2 5 4 5 1 3 0 3 0 8 2 2 3 3 1 4 2 3 5 4 8 2 2 2 5 1 4 1 2 7 5 3 1 3 5 3 2 2 2 2 3 7 2 5 4 7 3 2 3 5 6 2 4 7 4 4 5 5 5 6 5 3 3 5 5 3 6 4 5 7 9 7 6 3 4 6 10 4 3 1 5 7 5 4 3 2 8 8 5 6 7 4 4 7 8 5 7 5 8 6 3 3 2 4 8 4 5 7 3 4 9 4 11 9 10 7 8 8 6 6 8 3 8 7 8 11 9 13 7 7 7 9 6 12 10 8 13 10 9 10 14 13 12 9 7 16 7 13 16 16 20 10 14 14 6 9 9 15 9 14 11 14 15 21 8 15 16 11 10 13 14 17 20 15 19 18 13 14 14 21 15 15 14 15 17 14 14 21 15 15 23 26 18 17 12 17 16 18 23 11 32 25 27 16 30 25 26 20 20 28 31 33 22 29 48 41 41 38 36 43 52 51 52 60 55 78 16 17 17 4 11 7 3 1 1 2 0
Pion Histogram
 13 47 42 46 52 39 56 32 37 42 36 34 28 32 22 26 26 25 37 39 26 19 22 26 36 22 18 21 21 17 25 19 18 18 22 22 23 19 20 15 20 15 14 13 12 18 17 17 14 22 16 16 13 14 10 13 17 14 15 10 18 16 17 13 10 14 9 15 15 13 13 15 9 19 19 8 11 12 8 9 17 16 12 9 11 11 13 8 14 10 10 13 12 14 9 9 10 13 11 8 3 8 7 8 16 6 11 10 5 8 9 14 10 16 7 9 11 5 9 8 9 6 6 6 9 9 5 15 7 7 8 2 10 10 3 8 8 4 13 5 7 7 7 3 5 7 9 4 7 5 9 9 3 7 11 4 6 4 11 4 9 5 8 6 5 7 6 7 5 4 6 3 4 3 14 4 5 9 6 6 8 5 12 8 4 9 9 3 3 5 7 12 6 7 6 7 7 3 9 6 3 1 5 4 13 7 4 3 2 6 2 2 2 5 5 7 5 5 7 5 5 5 3 5 5 3 3 8 6 4 1 6 6 4 4 4 4 4 5 3 3 5 9 4 7 3 1 0 0 0 2 0 1 0 0 0
Error: 0.394325
Pion Efficiency: 0.394278
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 14
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 5 7 2 1 1 3 0 3 2 5 1 2 1 2 2 1 1 3 3 1 1 4 4 2 2 2 3 2 2 1 3 5 4 3 4 4 5 2 4 0 1 1 1 3 1 5 3 0 2 4 2 2 5 1 1 5 5 1 5 0 3 1 2 2 3 5 4 4 3 5 3 3 2 3 4 2 5 3 3 7 5 2 5 1 3 8 1 2 5 3 1 2 4 6 0 6 3 5 4 7 3 3 1 7 4 4 7 4 3 6 6 2 3 2 2 6 2 6 7 3 3 4 7 8 3 3 1 8 9 5 5 8 2 5 6 7 13 7 8 4 5 10 8 10 8 8 8 11 8 7 6 6 2 4 6 10 10 10 12 8 8 10 17 12 7 5 10 7 9 10 10 9 4 11 13 13 10 14 5 4 18 9 12 10 13 11 9 14 11 12 6 12 11 14 10 13 19 11 19 11 16 23 10 20 14 13 13 14 16 16 13 19 15 16 9 24 12 17 12 11 12 17 19 22 15 22 13 27 15 20 31 23 20 17 27 21 15 25 24 31 20 36 25 28 20 40 29 32 29 42 35 24 16 5 8 0
Pion Histogram
 46 56 38 32 45 39 37 46 24 27 23 28 33 26 25 27 23 22 12 22 24 15 22 21 24 12 20 22 20 11 13 20 15 18 15 12 15 17 19 10 5 20 17 19 13 15 12 6 10 11 18 14 10 11 12 12 12 11 8 16 6 8 13 15 5 12 12 8 7 9 14 7 15 9 9 7 7 7 17 9 7 9 7 8 9 9 6 9 7 18 7 7 7 7 5 12 3 7 6 9 6 5 6 5 5 5 4 5 5 7 3 3 7 3 8 11 6 6 8 11 8 4 4 3 8 7 6 7 6 14 5 7 2 6 11 6 6 5 8 5 7 6 4 6 5 8 3 5 4 7 1 5 7 4 6 10 7 5 2 7 7 6 5 5 1 2 5 4 7 7 4 2 0 4 1 5 2 4 5 4 7 5 2 3 4 3 11 6 2 4 7 1 5 5 7 5 2 9 1 6 3 2 1 3 1 2 4 3 5 5 3 1 2 1 5 2 2 4 4 7 1 5 1 2 3 1 1 1 2 2 8 4 2 3 1 2 5 1 2 0 3 2 2 4 2 4 0 4 2 2 4 1 1 0 1 0
Error: 0.384447
Pion Efficiency: 0.367954
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 1 1 2 0 2 2 1 0 0 1 0 0 1 2 0 0 3 0 0 1 3 0 0 0 0 0 0 1 2 0 1 0 1 0 0 0 0 3 0 0 1 1 2 1 2 1 0 1 0 0 1 0 1 2 0 1 0 2 1 0 2 3 0 3 2 3 1 1 1 1 2 2 0 0 0 0 0 1 0 3 2 1 0 0 3 1 0 1 0 1 2 0 2 1 1 1 0 1 2 0 1 2 2 1 0 1 2 0 2 2 1 4 0 1 2 0 0 1 3 1 1 1 1 2 1 0 1 0 2 1 1 2 5 0 2 2 2 3 3 1 1 2 2 2 1 0 0 3 5 0 2 2 2 1 3 2 3 0 0 4 0 4 1 1 2 2 2 4 1 3 1 3 2 4 4 5 4 2 1 1 2 2 2 3 2 1 1 3 3 4 1 2 2 1 5 3 0 4 1 5 8 3 2 3 1 6 2 3 3 2 1 1 4 1 6 3 5 4 6 6 1 3 4 3 7 3 6 2 3 2 2 11 1 2 5 4 2 4 7 6 8 5 5 5 6 8 1 5 5 6 8 7 2 1 2 0
Pion Histogram
 11 21 16 13 12 10 11 9 13 10 4 5 4 6 8 4 7 6 3 5 5 5 3 6 4 2 6 6 6 4 5 3 5 1 5 5 3 6 2 1 2 2 3 1 2 5 2 6 1 3 4 0 2 1 3 1 4 2 3 4 2 1 0 2 3 2 1 0 3 4 5 2 4 3 1 3 4 1 0 3 3 3 4 0 2 1 1 1 0 1 3 4 4 1 4 2 0 0 1 3 4 2 3 2 2 4 4 1 2 3 1 2 1 1 2 1 2 2 5 1 3 2 1 2 2 0 1 2 0 1 3 3 3 1 1 3 3 1 1 0 0 2 2 2 2 2 0 0 3 1 1 1 0 1 0 3 0 2 2 1 2 1 0 2 4 2 3 1 0 0 1 2 2 2 2 0 3 2 4 1 2 0 2 3 2 2 3 4 0 2 1 0 2 2 0 0 0 0 2 0 3 0 1 1 2 2 0 0 2 1 3 0 0 2 1 1 0 0 2 0 2 3 0 1 1 2 0 1 2 1 1 0 1 1 1 0 1 0 1 0 1 0 2 0 1 4 1 1 1 0 0 2 1 0 1 0
Error: 0.424344
Pion Efficiency: 0.486134
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 6 8 4 1 3 5 1 3 2 6 1 2 2 4 2 1 4 3 3 2 4 4 4 2 2 2 3 3 4 1 4 5 5 3 4 4 5 5 4 0 2 2 3 4 3 6 3 1 2 4 3 2 6 3 1 6 5 3 6 0 5 4 2 5 5 8 5 5 4 6 5 5 2 3 4 2 5 4 3 10 7 3 5 1 6 9 1 3 5 4 3 2 6 7 1 7 3 6 6 7 4 5 3 8 4 5 9 4 5 8 7 6 3 3 4 6 2 7 10 4 4 5 8 10 4 3 2 8 11 6 6 10 7 5 8 9 15 10 11 5 6 12 10 12 9 8 8 14 13 7 8 8 4 5 9 12 13 10 12 12 8 14 18 13 9 7 12 11 10 13 11 12 6 15 17 18 14 16 6 5 20 11 14 13 15 12 10 17 14 16 7 14 13 15 15 16 19 15 20 16 24 26 12 23 15 19 15 17 19 18 14 20 19 17 15 27 17 21 18 17 13 20 23 25 22 25 19 29 18 22 33 34 21 19 32 25 17 29 31 37 28 41 30 33 26 48 30 37 34 48 43 31 18 6 10 0
Pion Histogram
 57 77 54 45 57 49 48 55 37 37 27 33 37 32 33 31 30 28 15 27 29 20 25 27 28 14 26 28 26 15 18 23 20 19 20 17 18 23 21 11 7 22 20 20 15 20 14 12 11 14 22 14 12 12 15 13 16 13 11 20 8 9 13 17 8 14 13 8 10 13 19 9 19 12 10 10 11 8 17 12 10 12 11 8 11 10 7 10 7 19 10 11 11 8 9 14 3 7 7 12 10 7 9 7 7 9 8 6 7 10 4 5 8 4 10 12 8 8 13 12 11 6 5 5 10 7 7 9 6 15 8 10 5 7 12 9 9 6 9 5 7 8 6 8 7 10 3 5 7 8 2 6 7 5 6 13 7 7 4 8 9 7 5 7 5 4 8 5 7 7 5 4 2 6 3 5 5 6 9 5 9 5 4 6 6 5 14 10 2 6 8 1 7 7 7 5 2 9 3 6 6 2 2 4 3 4 4 3 7 6 6 1 2 3 6 3 2 4 6 7 3 8 1 3 4 3 1 2 4 3 9 4 3 4 2 2 6 1 3 0 4 2 4 4 3 8 1 5 3 2 4 3 2 0 2 0
Error: 0.392752
Pion Efficiency: 0.395673
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 15
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 1 1 7 1 1 3 0 0 4 4 0 2 0 1 2 2 3 3 2 1 3 1 2 1 4 6 6 6 1 1 4 2 2 0 1 1 4 5 0 1 3 4 6 3 2 3 2 8 0 3 3 2 5 4 3 4 4 3 3 5 8 5 3 7 7 3 5 4 2 3 4 4 4 1 4 3 4 4 7 5 1 5 4 2 2 0 4 3 1 4 4 5 4 8 2 4 2 5 6 3 4 7 5 1 2 7 2 3 4 6 10 7 8 3 6 2 3 4 3 3 8 4 5 14 3 6 4 5 6 5 5 14 4 9 3 7 7 9 5 5 5 6 10 9 10 11 7 10 7 10 5 5 7 12 5 11 7 12 13 5 14 17 8 7 10 5 10 8 8 6 9 11 7 12 9 8 12 8 10 7 13 14 15 14 12 9 7 7 6 10 11 10 16 9 15 14 11 8 11 24 6 13 14 13 14 22 20 17 16 12 15 12 19 20 13 17 21 21 14 20 26 24 12 18 21 17 15 22 29 17 16 22 22 17 18 21 15 29 18 18 13 26 23 21 20 21 21 24 30 16 19 21 14 10 8 5
Pion Histogram
 18 37 44 37 42 41 55 39 41 34 31 40 23 28 19 29 29 35 27 16 16 30 21 24 20 19 19 23 20 9 18 18 12 16 15 16 16 16 18 18 11 14 18 13 14 20 18 11 18 11 12 15 12 11 11 17 17 8 11 10 17 8 13 8 11 18 13 16 9 10 12 10 12 2 16 12 14 10 5 9 4 7 13 11 14 10 6 5 4 9 9 8 6 4 5 15 11 7 7 5 7 9 5 11 4 4 7 6 8 8 1 6 2 9 5 6 6 5 5 4 7 9 3 6 8 4 5 14 4 6 7 6 3 5 3 6 3 4 2 9 5 10 7 2 2 4 1 3 5 0 3 5 8 2 7 2 5 4 2 2 3 1 5 3 12 5 4 5 2 8 5 9 7 4 4 8 3 5 4 3 2 0 7 8 4 3 5 6 3 3 5 2 4 3 1 4 4 6 5 3 1 2 3 3 3 5 2 4 2 1 4 1 4 6 5 3 3 3 4 2 0 4 5 1 2 6 3 4 0 6 4 3 3 2 2 3 0 3 1 1 3 1 4 2 3 0 1 0 1 0 1 1 1 2 0 0
Error: 0.384459
Pion Efficiency: 0.378086
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 0 0 1 1 0 0 2 0 3 0 1 1 0 2 0 1 2 0 0 0 0 0 0 4 1 1 1 4 1 0 1 1 0 1 1 0 0 1 2 3 2 1 0 0 0 0 2 1 0 0 3 2 1 3 2 0 1 0 3 0 0 0 1 1 1 0 2 1 2 1 0 0 0 1 1 1 0 2 3 0 1 0 0 1 0 1 1 0 6 1 8 1 1 1 0 1 0 1 0 3 1 3 1 0 1 2 2 0 0 2 3 1 2 0 0 0 4 2 3 1 2 1 2 2 1 2 1 3 3 1 2 3 0 0 0 4 4 1 1 2 0 1 3 1 4 0 1 1 2 1 1 2 1 0 0 1 2 1 4 2 5 3 2 1 3 1 1 2 3 1 2 1 4 4 2 2 6 2 1 2 4 4 3 0 2 4 1 3 1 4 3 3 3 0 5 3 2 5 2 3 3 3 2 1 6 5 8 3 8 4 1 6 7 6 4 1 3 3 3 6 3 11 6 1 9 3 5 3 6 1 5 5 5 7 7 5 6 3 2 5 2 4 5 5 6 7 6 3 6 9 7 4 5 3 2 3
Pion Histogram
 7 10 12 9 8 7 12 8 7 6 8 9 5 13 8 8 10 6 4 9 5 4 7 7 4 8 4 4 6 5 2 3 4 5 7 4 1 5 4 5 2 4 4 3 3 3 3 5 1 0 1 2 3 0 2 2 2 4 2 2 1 4 5 3 4 2 5 3 1 2 1 1 2 2 0 4 0 1 4 4 1 1 1 0 2 3 4 2 1 0 1 0 3 2 2 3 0 3 1 2 2 1 0 0 3 1 1 0 1 1 2 1 2 0 0 3 0 0 1 0 3 0 2 1 0 1 1 3 2 1 2 1 4 2 1 1 1 2 3 2 1 0 3 1 0 1 1 1 0 1 2 0 1 3 1 2 2 1 0 3 2 4 2 1 1 1 1 0 1 1 0 3 0 1 1 1 3 4 1 1 1 3 2 2 0 1 2 1 0 1 0 1 1 0 1 1 1 0 4 5 1 0 1 1 1 2 2 0 0 1 3 1 0 0 0 0 1 1 3 0 0 1 1 1 0 1 0 0 1 1 0 0 2 0 0 0 1 1 0 0 2 1 0 0 0 1 1 0 0 0 1 0 2 0 0 0
Error: 0.409057
Pion Efficiency: 0.454219
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 1 1 8 2 1 3 2 0 7 4 1 3 0 3 2 3 5 3 2 1 3 1 2 5 5 7 7 10 2 1 5 3 2 1 2 1 4 6 2 4 5 5 6 3 2 3 4 9 0 3 6 4 6 7 5 4 5 3 6 5 8 5 4 8 8 3 7 5 4 4 4 4 4 2 5 4 4 6 10 5 2 5 4 3 2 1 5 3 7 5 12 6 5 9 2 5 2 6 6 6 5 10 6 1 3 9 4 3 4 8 13 8 10 3 6 2 7 6 6 4 10 5 7 16 4 8 5 8 9 6 7 17 4 9 3 11 11 10 6 7 5 7 13 10 14 11 8 11 9 11 6 7 8 12 5 12 9 13 17 7 19 20 10 8 13 6 11 10 11 7 11 12 11 16 11 10 18 10 11 9 17 18 18 14 14 13 8 10 7 14 14 13 19 9 20 17 13 13 13 27 9 16 16 14 20 27 28 20 24 16 16 18 26 26 17 18 24 24 17 26 29 35 18 19 30 20 20 25 35 18 21 27 27 24 25 26 21 32 20 23 15 30 28 26 26 28 27 27 36 25 26 25 19 13 10 8
Pion Histogram
 25 47 56 46 50 48 67 47 48 40 39 49 28 41 27 37 39 41 31 25 21 34 28 31 24 27 23 27 26 14 20 21 16 21 22 20 17 21 22 23 13 18 22 16 17 23 21 16 19 11 13 17 15 11 13 19 19 12 13 12 18 12 18 11 15 20 18 19 10 12 13 11 14 4 16 16 14 11 9 13 5 8 14 11 16 13 10 7 5 9 10 8 9 6 7 18 11 10 8 7 9 10 5 11 7 5 8 6 9 9 3 7 4 9 5 9 6 5 6 4 10 9 5 7 8 5 6 17 6 7 9 7 7 7 4 7 4 6 5 11 6 10 10 3 2 5 2 4 5 1 5 5 9 5 8 4 7 5 2 5 5 5 7 4 13 6 5 5 3 9 5 12 7 5 5 9 6 9 5 4 3 3 9 10 4 4 7 7 3 4 5 3 5 3 2 5 5 6 9 8 2 2 4 4 4 7 4 4 2 2 7 2 4 6 5 3 4 4 7 2 0 5 6 2 2 7 3 4 1 7 4 3 5 2 2 3 1 4 1 1 5 2 4 2 3 1 2 0 1 0 2 1 3 2 0 0
Error: 0.389504
Pion Efficiency: 0.389393
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 16
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 15 1 2 2 2 1 4 0 5 5 2 1 2 1 0 1 1 2 3 3 2 0 6 5 4 1 4 3 3 2 1 3 4 4 6 3 1 3 0 5 3 4 5 5 6 2 5 5 6 3 4 5 1 4 3 2 4 5 8 3 6 4 5 6 1 4 2 4 3 4 6 6 3 2 3 7 4 2 6 5 3 4 4 4 4 6 4 1 7 3 2 5 3 5 4 5 7 3 4 3 5 4 3 8 3 3 7 2 5 9 10 6 5 5 4 3 3 6 2 7 5 1 5 1 6 2 5 4 10 6 10 6 7 11 6 5 6 8 8 7 5 3 5 7 9 7 6 6 9 14 3 9 6 6 7 12 6 11 8 5 11 9 14 13 13 10 7 7 13 3 10 8 5 15 9 10 4 8 11 6 9 12 7 15 8 8 12 12 11 7 8 11 9 5 10 17 13 15 13 14 10 18 14 6 8 15 11 8 7 16 18 11 16 18 13 12 16 14 21 15 15 14 15 13 11 25 22 16 16 16 17 10 18 18 18 12 20 16 13 22 20 24 31 24 25 29 22 28 32 26 34 35 26 24 38 15
Pion Histogram
 76 44 41 47 33 46 44 44 45 35 32 32 31 24 25 26 28 27 31 22 28 24 24 17 21 23 22 19 23 25 20 16 23 19 19 14 14 16 21 16 14 17 17 15 13 19 14 14 13 8 20 11 19 16 10 8 8 11 8 11 14 6 10 8 16 12 11 11 12 8 9 8 8 12 10 8 3 6 11 12 13 7 10 12 4 13 9 2 8 6 11 6 7 9 6 11 9 3 2 3 4 6 6 3 5 5 5 4 7 5 9 6 3 5 10 3 9 5 1 5 8 7 6 5 2 4 6 6 6 2 6 1 8 5 5 4 4 0 4 2 1 5 3 5 3 8 1 4 7 7 5 2 3 4 8 6 5 2 6 1 4 2 5 5 1 5 8 3 3 4 4 7 1 4 1 8 1 4 1 2 5 4 2 2 3 1 5 1 2 0 3 1 3 3 3 3 4 1 1 1 6 0 0 3 1 4 3 2 2 1 5 4 1 2 2 3 1 2 2 1 1 5 1 1 4 4 4 1 3 8 2 2 3 2 1 1 3 2 1 3 1 2 2 1 1 1 4 2 2 3 1 3 4 3 4 3
Error: 0.3822
Pion Efficiency: 0.373415
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 14 1 3 1 3 2 0 2 0 0 0 1 0 0 0 0 0 0 0 0 2 3 2 1 1 0 2 2 2 2 2 0 1 1 0 2 0 1 1 2 2 0 0 2 1 0 0 2 1 1 2 1 0 1 1 2 1 0 2 1 6 0 2 1 0 1 1 0 2 0 1 0 0 0 1 0 0 0 0 0 1 1 1 0 2 2 0 0 3 2 4 1 1 2 1 1 1 0 1 0 1 2 1 1 0 2 1 0 1 2 2 4 1 3 0 0 2 1 0 3 1 2 1 0 1 3 2 0 2 1 3 0 3 3 2 1 3 0 1 1 3 1 3 1 1 4 1 1 5 3 0 2 0 2 1 2 3 0 0 3 2 2 1 3 2 3 3 1 2 0 3 3 4 2 1 1 1 3 0 2 3 3 0 1 3 2 2 3 4 1 4 3 2 0 5 4 0 3 3 5 3 2 0 4 1 8 1 2 1 1 4 1 3 4 1 7 5 2 3 1 2 3 1 5 4 6 3 2 5 3 6 5 3 4 4 1 5 1 11 3 13 1 5 9 8 5 13 4 2 7 6 12 6 5 6 2
Pion Histogram
 17 6 14 12 15 10 8 6 10 5 3 9 14 12 9 7 7 9 8 1 5 6 6 3 2 3 7 3 7 6 4 5 3 2 3 2 6 4 3 5 6 3 3 3 1 2 4 6 4 3 4 0 3 4 4 3 4 2 1 3 3 3 1 3 0 1 0 2 3 1 2 1 0 4 2 1 1 2 1 2 3 0 3 5 5 2 1 1 6 1 2 2 4 1 1 2 3 1 5 1 1 3 0 3 0 0 0 1 3 4 1 0 1 1 2 2 1 4 0 3 2 1 2 0 0 1 1 0 2 1 1 1 0 2 1 2 1 0 1 1 1 0 1 4 2 1 0 2 3 1 3 0 1 1 0 1 1 1 0 0 0 3 0 2 0 0 2 0 0 1 3 1 0 3 3 0 2 1 1 1 1 1 0 1 2 2 2 0 0 2 0 1 4 2 2 2 1 0 0 1 1 0 0 0 2 0 2 1 1 1 3 0 0 0 0 1 1 1 1 0 2 0 1 2 1 0 1 1 0 0 1 2 0 0 1 0 0 0 0 0 0 2 0 2 4 0 1 1 0 1 0 2 0 1 5 1
Error: 0.429659
Pion Efficiency: 0.53886
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 29 2 5 3 5 3 4 2 5 5 2 2 2 1 0 1 1 2 3 3 4 3 8 6 5 1 6 5 5 4 3 3 5 5 6 5 1 4 1 7 5 4 5 7 7 2 5 7 7 4 6 6 1 5 4 4 5 5 10 4 12 4 7 7 1 5 3 4 5 4 7 6 3 2 4 7 4 2 6 5 4 5 5 4 6 8 4 1 10 5 6 6 4 7 5 6 8 3 5 3 6 6 4 9 3 5 8 2 6 11 12 10 6 8 4 3 5 7 2 10 6 3 6 1 7 5 7 4 12 7 13 6 10 14 8 6 9 8 9 8 8 4 8 8 10 11 7 7 14 17 3 11 6 8 8 14 9 11 8 8 13 11 15 16 15 13 10 8 15 3 13 11 9 17 10 11 5 11 11 8 12 15 7 16 11 10 14 15 15 8 12 14 11 5 15 21 13 18 16 19 13 20 14 10 9 23 12 10 8 17 22 12 19 22 14 19 21 16 24 16 17 17 16 18 15 31 25 18 21 19 23 15 21 22 22 13 25 17 24 25 33 25 36 33 33 34 35 32 34 33 40 47 32 29 44 17
Pion Histogram
 93 50 55 59 48 56 52 50 55 40 35 41 45 36 34 33 35 36 39 23 33 30 30 20 23 26 29 22 30 31 24 21 26 21 22 16 20 20 24 21 20 20 20 18 14 21 18 20 17 11 24 11 22 20 14 11 12 13 9 14 17 9 11 11 16 13 11 13 15 9 11 9 8 16 12 9 4 8 12 14 16 7 13 17 9 15 10 3 14 7 13 8 11 10 7 13 12 4 7 4 5 9 6 6 5 5 5 5 10 9 10 6 4 6 12 5 10 9 1 8 10 8 8 5 2 5 7 6 8 3 7 2 8 7 6 6 5 0 5 3 2 5 4 9 5 9 1 6 10 8 8 2 4 5 8 7 6 3 6 1 4 5 5 7 1 5 10 3 3 5 7 8 1 7 4 8 3 5 2 3 6 5 2 3 5 3 7 1 2 2 3 2 7 5 5 5 5 1 1 2 7 0 0 3 3 4 5 3 3 2 8 4 1 2 2 4 2 3 3 1 3 5 2 3 5 4 5 2 3 8 3 4 3 2 2 1 3 2 1 3 1 4 2 3 5 1 5 3 2 4 1 5 4 4 9 4
Error: 0.392153
Pion Efficiency: 0.400209
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 17
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 12 4 7 3 3 0 2 1 3 0 2 3 2 3 1 0 3 6 2 1 1 2 5 4 0 4 1 5 5 3 1 3 2 3 2 1 3 1 1 1 3 2 1 4 2 5 3 2 2 5 3 3 5 3 4 0 5 6 4 0 6 5 1 1 4 6 3 5 1 6 1 3 2 3 6 2 6 5 3 3 2 2 2 3 6 2 1 3 5 9 6 3 5 6 3 5 5 4 7 7 4 3 8 3 5 1 3 3 7 6 1 5 4 7 6 4 5 2 4 6 7 4 9 8 2 6 7 7 8 5 7 4 5 4 9 3 5 13 8 10 3 2 3 8 6 5 3 8 7 10 6 7 10 7 5 9 6 8 3 8 6 4 6 12 9 9 9 7 8 9 5 9 11 8 9 10 11 7 13 7 16 15 15 8 8 12 12 10 8 14 8 9 7 15 11 17 8 10 19 7 16 15 16 12 18 15 18 13 18 9 19 12 20 13 11 9 16 23 14 13 13 21 15 18 12 17 14 23 24 20 12 12 14 26 20 19 28 23 23 18 17 30 22 20 25 29 29 30 36 36 39 35 26 8 11 6
Pion Histogram
 97 71 54 52 41 48 43 37 30 38 26 42 26 28 19 22 17 23 20 24 15 20 30 15 19 21 21 17 11 21 15 20 22 12 15 14 13 19 13 17 14 16 16 12 13 9 11 17 13 8 20 15 9 7 16 12 13 9 9 15 11 12 11 10 7 4 11 9 7 7 11 7 13 14 15 8 10 9 4 7 7 3 3 7 7 7 10 7 3 9 4 7 4 11 6 5 9 9 10 6 5 9 5 10 6 10 12 6 4 8 10 5 5 8 7 12 3 4 5 5 6 2 4 6 8 4 3 7 8 6 3 4 3 7 3 4 7 3 14 5 5 5 3 4 4 5 2 4 7 4 5 10 4 4 5 6 4 5 6 3 1 5 3 5 4 6 5 3 6 7 4 2 1 1 3 5 4 4 4 2 6 2 4 4 4 4 2 3 3 1 2 3 2 4 5 3 2 3 1 3 4 6 4 3 1 4 3 5 0 5 4 1 4 3 7 1 2 3 3 3 3 0 3 2 2 5 5 1 4 1 2 1 1 1 4 4 3 1 3 2 3 0 1 0 4 2 3 4 3 0 1 2 3 1 1 0
Error: 0.380651
Pion Efficiency: 0.356212
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 2 3 2 1 4 0 3 2 0 1 0 1 1 1 0 0 0 0 0 3 0 2 0 1 2 1 1 0 0 2 0 0 1 0 1 5 0 0 3 0 1 1 1 0 2 1 2 1 0 2 4 4 1 0 1 1 3 1 1 0 0 1 2 1 0 3 0 0 1 1 0 1 0 0 0 0 3 1 0 2 0 2 1 1 0 2 1 0 0 4 1 0 0 1 2 1 3 1 0 0 0 3 1 0 2 1 2 2 3 1 2 0 1 2 0 1 0 0 0 0 1 3 1 2 1 2 2 1 2 1 2 0 1 3 1 2 0 2 2 1 3 1 4 2 1 2 2 3 5 0 4 4 1 4 1 1 2 4 2 2 1 4 2 1 1 1 1 0 2 3 3 2 0 2 4 2 2 2 1 2 2 5 2 3 1 3 6 4 4 1 1 3 2 1 2 3 3 7 3 5 2 3 4 2 3 3 3 2 1 1 7 3 3 1 3 5 0 3 4 3 5 5 6 4 6 6 5 3 3 1 7 6 5 8 1 1 3 7 7 8 6 5 5 7 5 8 5 6 7 8 7 8 6 3 2 3
Pion Histogram
 25 19 19 13 13 7 6 8 4 7 8 7 4 8 9 5 5 6 3 1 5 6 5 3 6 6 7 4 2 8 4 4 5 4 5 1 6 6 0 0 1 4 3 5 0 3 3 4 3 3 2 3 4 2 2 2 2 2 1 2 1 3 2 1 1 2 3 2 1 0 1 4 1 2 1 1 1 2 3 1 4 0 2 1 4 0 0 0 2 5 1 0 1 2 1 2 1 2 1 0 1 3 2 0 2 5 0 2 1 1 2 2 3 1 1 0 2 1 1 1 6 1 1 3 1 3 2 1 2 1 1 3 0 2 3 1 1 1 0 1 2 0 1 4 0 0 1 2 3 1 0 1 0 1 1 2 2 2 1 1 1 1 0 4 0 2 1 0 0 1 3 0 1 2 0 0 2 2 0 1 1 0 2 2 1 3 0 3 0 0 0 0 2 1 0 5 0 1 2 1 3 0 1 1 2 2 2 2 2 2 1 1 0 0 0 0 1 1 0 0 0 0 2 1 1 0 4 0 2 0 1 0 0 1 2 2 1 0 1 0 1 0 0 1 3 0 1 1 2 0 0 2 1 1 0 0
Error: 0.42493
Pion Efficiency: 0.480496
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 14 7 9 4 7 0 5 3 3 1 2 4 3 4 1 0 3 6 2 4 1 4 5 5 2 5 2 5 5 5 1 3 3 3 3 6 3 1 4 1 4 3 2 4 4 6 5 3 2 7 7 7 6 3 5 1 8 7 5 0 6 6 3 2 4 9 3 5 2 7 1 4 2 3 6 2 9 6 3 5 2 4 3 4 6 4 2 3 5 13 7 3 5 7 5 6 8 5 7 7 4 6 9 3 7 2 5 5 10 7 3 5 5 9 6 5 5 2 4 6 8 7 10 10 3 8 9 8 10 6 9 4 6 7 10 5 5 15 10 11 6 3 7 10 7 7 5 11 12 10 10 11 11 11 6 10 8 12 5 10 7 8 8 13 10 10 10 7 10 12 8 11 11 10 13 12 13 9 14 9 18 20 17 11 9 15 18 14 12 15 9 12 9 16 13 20 11 17 22 12 18 18 20 14 21 18 21 15 19 10 26 15 23 14 14 14 16 26 18 16 18 26 21 22 18 23 19 26 27 21 19 18 19 34 21 20 31 30 30 26 23 35 27 27 30 37 34 36 43 44 46 43 32 11 13 9
Pion Histogram
 122 90 73 65 54 55 49 45 34 45 34 49 30 36 28 27 22 29 23 25 20 26 35 18 25 27 28 21 13 29 19 24 27 16 20 15 19 25 13 17 15 20 19 17 13 12 14 21 16 11 22 18 13 9 18 14 15 11 10 17 12 15 13 11 8 6 14 11 8 7 12 11 14 16 16 9 11 11 7 8 11 3 5 8 11 7 10 7 5 14 5 7 5 13 7 7 10 11 11 6 6 12 7 10 8 15 12 8 5 9 12 7 8 9 8 12 5 5 6 6 12 3 5 9 9 7 5 8 10 7 4 7 3 9 6 5 8 4 14 6 7 5 4 8 4 5 3 6 10 5 5 11 4 5 6 8 6 7 7 4 2 6 3 9 4 8 6 3 6 8 7 2 2 3 3 5 6 6 4 3 7 2 6 6 5 7 2 6 3 1 2 3 4 5 5 8 2 4 3 4 7 6 5 4 3 6 5 7 2 7 5 2 4 3 7 1 3 4 3 3 3 0 5 3 3 5 9 1 6 1 3 1 1 2 6 6 4 1 4 2 4 0 1 1 7 2 4 5 5 0 1 4 4 2 1 0
Error: 0.389912
Pion Efficiency: 0.392184
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 18
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 9 3 0 1 5 2 2 1 1 1 0 2 1 0 0 2 1 0 1 2 2 2 2 2 3 1 0 3 0 3 2 3 3 0 0 0 3 2 2 0 0 1 3 1 3 3 1 7 1 2 1 2 3 2 0 3 1 2 2 0 3 6 3 3 3 0 3 2 7 2 0 3 3 2 2 3 4 6 4 3 5 3 5 6 3 3 2 1 4 5 1 5 7 2 5 3 3 5 2 3 1 2 3 1 5 2 4 2 5 1 5 1 4 1 3 1 4 3 6 7 5 9 2 4 5 3 4 6 2 4 2 2 2 6 3 8 7 9 5 4 8 16 7 7 3 7 2 5 7 8 7 5 4 6 6 11 9 6 4 8 7 9 7 7 6 11 6 14 10 4 9 14 13 9 13 14 7 12 8 16 15 9 9 14 17 10 10 19 17 13 13 16 11 20 25 17 13 8 10 16 7 23 10 20 13 9 13 20 21 18 12 18 16 14 24 16 16 15 17 23 17 11 15 17 23 20 15 21 22 20 17 27 21 19 25 19 28 22 27 20 21 26 23 27 27 26 34 26 41 33 32 35 27 14 24 1
Pion Histogram
 47 20 36 35 33 27 30 24 20 32 34 23 22 24 21 30 18 32 21 18 19 15 15 18 9 16 16 18 16 16 16 14 18 15 18 10 20 13 17 15 11 28 18 15 12 13 10 11 15 12 14 16 11 10 10 8 10 13 11 13 9 15 8 13 16 8 9 20 11 11 15 10 11 8 13 5 14 8 8 3 10 9 6 5 8 10 6 10 11 11 13 6 3 13 9 9 5 9 8 7 6 6 7 9 6 8 9 7 6 4 9 5 11 5 9 5 10 7 7 11 9 7 10 8 8 6 5 6 14 7 3 5 3 4 11 7 9 5 2 9 3 6 5 3 10 7 5 3 6 6 3 4 3 2 7 2 12 8 3 5 8 4 5 5 7 8 7 6 6 4 6 4 0 5 7 10 4 8 2 6 2 4 4 5 5 7 9 6 2 5 5 3 5 5 4 4 7 1 9 11 3 5 4 10 1 5 6 2 5 4 4 6 5 8 4 3 3 3 5 6 7 7 2 5 4 1 2 1 2 1 3 5 4 1 0 1 4 2 2 1 2 2 2 1 2 4 1 2 6 1 4 0 2 0 0 0
Error: 0.384721
Pion Efficiency: 0.368651
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 7 0 0 1 1 2 1 1 1 0 0 0 0 0 1 0 1 0 0 0 1 0 1 0 2 0 0 0 2 0 1 0 2 1 0 0 0 1 0 0 2 1 2 0 3 3 1 0 0 0 1 0 2 1 1 0 3 0 0 1 0 0 1 0 0 0 0 2 1 1 0 2 0 0 1 1 2 1 1 1 0 2 0 1 1 1 1 0 1 0 1 1 1 3 1 1 1 1 1 1 2 1 1 1 0 0 2 3 1 1 3 0 0 2 3 1 1 1 0 3 2 3 0 0 0 0 3 0 2 0 1 0 2 3 1 3 2 0 1 2 0 3 2 1 1 3 1 2 1 1 2 3 1 8 0 2 1 1 2 4 2 0 1 3 0 1 4 2 1 3 3 3 3 2 2 4 2 2 1 3 1 2 4 3 3 1 2 4 2 7 0 1 8 6 3 1 2 2 7 2 6 5 2 5 1 0 4 2 5 4 1 8 3 3 4 5 7 2 3 4 5 2 1 5 7 6 7 5 5 6 4 8 7 6 2 5 5 4 7 10 2 6 9 3 2 8 4 4 3 4 9 8 6 2 3 0
Pion Histogram
 14 7 7 13 1 6 7 6 5 8 7 10 6 3 5 5 6 1 5 8 8 4 3 5 8 4 3 5 2 3 2 5 6 4 4 6 5 3 2 5 3 2 1 4 2 3 4 3 3 4 2 4 5 3 4 4 1 2 1 2 3 2 4 3 2 2 2 2 4 0 0 2 1 4 2 5 5 1 4 3 0 4 1 3 2 4 0 1 1 3 0 2 2 1 1 1 1 2 1 3 1 2 1 2 3 1 0 2 1 1 4 6 1 2 0 2 3 3 2 3 1 4 0 1 2 2 2 1 0 2 2 1 2 1 1 1 1 1 2 3 2 2 3 5 1 2 0 1 0 0 0 2 2 2 2 1 5 3 1 1 2 1 3 4 3 2 2 1 1 1 1 3 4 1 0 1 2 3 1 3 4 2 3 2 1 2 1 0 0 3 1 1 0 2 2 1 2 3 0 0 0 0 2 0 0 1 4 1 2 2 2 1 1 2 3 3 0 2 1 0 1 1 2 0 0 1 1 0 0 1 1 2 2 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 1 1 0 1 1 1 0
Error: 0.42096
Pion Efficiency: 0.487972
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 16 3 0 2 6 4 3 2 2 1 0 2 1 0 1 2 2 0 1 2 3 2 3 2 5 1 0 3 2 3 3 3 5 1 0 0 3 3 2 0 2 2 5 1 6 6 2 7 1 2 2 2 5 3 1 3 4 2 2 1 3 6 4 3 3 0 3 4 8 3 0 5 3 2 3 4 6 7 5 4 5 5 5 7 4 4 3 1 5 5 2 6 8 5 6 4 4 6 3 4 3 3 4 2 5 2 6 5 6 2 8 1 4 3 6 2 5 4 6 10 7 12 2 4 5 3 7 6 4 4 3 2 4 9 4 11 9 9 6 6 8 19 9 8 4 10 3 7 8 9 9 8 5 14 6 13 10 7 6 12 9 9 8 10 6 12 10 16 11 7 12 17 16 11 15 18 9 14 9 19 16 11 13 17 20 11 12 23 19 20 13 17 19 26 28 18 15 10 17 18 13 28 12 25 14 9 17 22 26 22 13 26 19 17 28 21 23 17 20 27 22 13 16 22 30 26 22 26 27 26 21 35 28 25 27 24 33 26 34 30 23 32 32 30 29 34 38 30 44 37 41 43 33 16 27 1
Pion Histogram
 61 27 43 48 34 33 37 30 25 40 41 33 28 27 26 35 24 33 26 26 27 19 18 23 17 20 19 23 18 19 18 19 24 19 22 16 25 16 19 20 14 30 19 19 14 16 14 14 18 16 16 20 16 13 14 12 11 15 12 15 12 17 12 16 18 10 11 22 15 11 15 12 12 12 15 10 19 9 12 6 10 13 7 8 10 14 6 11 12 14 13 8 5 14 10 10 6 11 9 10 7 8 8 11 9 9 9 9 7 5 13 11 12 7 9 7 13 10 9 14 10 11 10 9 10 8 7 7 14 9 5 6 5 5 12 8 10 6 4 12 5 8 8 8 11 9 5 4 6 6 3 6 5 4 9 3 17 11 4 6 10 5 8 9 10 10 9 7 7 5 7 7 4 6 7 11 6 11 3 9 6 6 7 7 6 9 10 6 2 8 6 4 5 7 6 5 9 4 9 11 3 5 6 10 1 6 10 3 7 6 6 7 6 10 7 6 3 5 6 6 8 8 4 5 4 2 3 1 2 2 4 7 6 2 0 1 4 2 2 2 2 3 3 2 2 5 1 2 6 2 5 0 3 1 1 0
Error: 0.392239
Pion Efficiency: 0.388346
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 19
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 10 3 4 4 1 2 2 3 2 4 3 3 2 3 1 0 3 2 1 3 4 2 2 0 5 1 2 5 2 3 1 3 5 4 3 2 1 1 2 4 0 1 4 5 1 3 5 2 4 1 5 2 2 3 2 1 4 3 9 4 3 2 3 0 1 3 2 2 5 4 2 3 1 4 6 1 5 7 5 3 1 4 5 3 3 6 8 4 1 3 2 5 6 8 3 5 4 1 2 1 7 3 7 4 0 3 2 3 2 4 9 4 9 6 4 4 7 3 7 7 0 3 1 6 7 3 2 9 9 9 6 3 2 4 4 2 5 3 8 5 5 6 5 6 12 9 4 13 14 12 8 7 12 1 3 10 5 7 6 10 3 7 10 15 4 6 6 10 8 8 11 14 4 9 8 4 10 8 14 8 9 10 11 10 9 11 13 16 9 12 9 17 15 15 17 8 13 12 8 5 14 13 8 14 10 10 20 21 15 16 19 22 20 22 21 11 21 23 17 18 21 17 20 22 15 21 17 19 22 25 19 10 23 18 22 14 23 19 22 23 20 14 22 18 27 25 28 24 27 21 18 20 18 22 45 13
Pion Histogram
 107 67 64 59 39 45 38 53 43 38 21 34 20 33 38 28 26 17 19 18 20 24 24 25 16 15 18 25 21 13 18 18 16 15 10 17 10 12 19 11 19 20 15 17 16 13 11 11 17 14 14 14 13 10 8 10 10 11 4 7 11 9 10 10 7 8 12 13 11 8 8 4 10 4 11 10 13 5 6 6 11 4 5 8 8 10 7 13 11 7 6 4 6 9 7 8 9 8 8 4 6 5 4 7 3 7 10 3 11 5 1 5 6 7 5 2 3 7 4 5 4 5 6 9 4 7 1 6 9 4 4 8 2 5 1 10 2 8 4 2 3 2 3 5 0 6 2 3 3 4 4 3 4 1 5 6 4 5 4 4 4 1 5 4 5 2 3 8 6 3 2 4 5 3 5 4 5 5 10 2 5 5 1 1 5 3 3 1 2 3 3 4 1 2 2 3 3 2 1 0 3 2 3 5 6 6 2 5 6 5 4 2 2 4 3 4 5 3 2 3 4 4 3 4 4 8 1 2 3 2 2 4 1 3 3 4 3 2 1 0 1 1 3 1 2 1 3 2 2 1 2 0 1 0 3 0
Error: 0.375133
Pion Efficiency: 0.326398
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 3 4 2 1 1 1 2 2 2 1 1 0 2 1 0 1 3 1 0 1 1 1 1 0 0 0 0 4 1 1 1 3 1 0 1 0 0 1 3 0 1 3 0 3 1 0 1 0 0 0 3 2 0 0 1 3 0 1 2 1 3 3 1 0 2 3 2 2 1 1 1 1 0 0 1 0 2 3 2 1 2 2 1 3 2 2 0 2 0 0 1 1 1 0 1 1 1 1 1 1 1 0 2 2 0 2 0 0 1 2 3 3 1 1 0 0 3 2 1 2 1 1 1 0 3 0 1 1 0 0 2 2 0 4 3 0 1 2 1 1 0 0 3 1 2 2 1 0 0 3 0 0 1 2 3 1 2 0 3 1 2 3 4 3 2 0 3 2 2 2 7 1 7 1 2 1 0 3 3 1 4 2 2 4 1 4 4 3 1 2 1 5 1 3 2 2 1 1 6 0 4 3 3 2 4 5 3 2 4 1 1 6 2 1 3 2 6 8 3 6 6 6 7 4 5 1 4 5 6 6 3 8 5 4 7 1 3 1 7 8 5 6 3 8 4 7 0 2 10 9 10 1 4 12 1
Pion Histogram
 21 16 13 8 11 13 12 11 10 5 8 5 8 7 8 6 5 5 8 6 1 8 4 3 3 1 3 3 4 4 5 4 6 3 5 6 2 5 3 7 1 4 1 0 1 2 2 2 1 2 5 2 4 2 1 2 3 1 3 1 2 1 1 0 5 4 1 6 4 2 0 6 2 0 3 1 1 4 0 0 3 0 4 0 2 1 1 2 3 3 2 0 2 0 2 2 2 3 3 2 1 1 0 3 1 3 1 0 2 4 1 3 1 4 3 0 1 3 1 0 1 1 4 1 0 0 0 1 0 3 1 1 1 1 0 0 2 0 1 2 1 1 2 1 2 1 0 2 2 0 1 1 2 0 0 1 0 2 2 2 0 0 0 2 0 2 0 2 1 1 1 2 0 1 3 1 1 2 0 0 2 1 1 2 3 1 2 2 0 1 0 4 0 1 0 0 0 0 1 0 1 0 0 1 1 3 2 5 3 2 0 0 0 1 1 2 3 0 1 1 1 2 0 2 3 2 0 1 1 0 1 0 0 1 2 0 0 1 0 1 0 0 0 1 0 1 0 1 1 0 2 1 2 0 2 1
Error: 0.437715
Pion Efficiency: 0.522361
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 18 6 8 6 2 3 3 5 4 6 4 4 2 5 2 0 4 5 2 3 5 3 3 1 5 1 2 5 6 4 2 4 8 5 3 3 1 1 3 7 0 2 7 5 4 4 5 3 4 1 5 5 4 3 2 2 7 3 10 6 4 5 6 1 1 5 5 4 7 5 3 4 2 4 6 2 5 9 8 5 2 6 7 4 6 8 10 4 3 3 2 6 7 9 3 6 5 2 3 2 8 4 7 6 2 3 4 3 2 5 11 7 12 7 5 4 7 6 9 8 2 4 2 7 7 6 2 10 10 9 6 5 4 4 8 5 5 4 10 6 6 6 5 9 13 11 6 14 14 12 11 7 12 2 5 13 6 9 6 13 4 9 13 19 7 8 6 13 10 10 13 21 5 16 9 6 11 8 17 11 10 14 13 12 13 12 17 20 12 13 11 18 20 16 20 10 15 13 9 11 14 17 11 17 12 14 25 24 17 20 20 23 26 24 22 14 23 29 25 21 27 23 26 29 19 26 18 23 27 31 25 13 31 23 26 21 24 22 23 30 28 19 28 21 35 29 35 24 29 31 27 30 19 26 57 14
Pion Histogram
 128 83 77 67 50 58 50 64 53 43 29 39 28 40 46 34 31 22 27 24 21 32 28 28 19 16 21 28 25 17 23 22 22 18 15 23 12 17 22 18 20 24 16 17 17 15 13 13 18 16 19 16 17 12 9 12 13 12 7 8 13 10 11 10 12 12 13 19 15 10 8 10 12 4 14 11 14 9 6 6 14 4 9 8 10 11 8 15 14 10 8 4 8 9 9 10 11 11 11 6 7 6 4 10 4 10 11 3 13 9 2 8 7 11 8 2 4 10 5 5 5 6 10 10 4 7 1 7 9 7 5 9 3 6 1 10 4 8 5 4 4 3 5 6 2 7 2 5 5 4 5 4 6 1 5 7 4 7 6 6 4 1 5 6 5 4 3 10 7 4 3 6 5 4 8 5 6 7 10 2 7 6 2 3 8 4 5 3 2 4 3 8 1 3 2 3 3 2 2 0 4 2 3 6 7 9 4 10 9 7 4 2 2 5 4 6 8 3 3 4 5 6 3 6 7 10 1 3 4 2 3 4 1 4 5 4 3 3 1 1 1 1 3 2 2 2 3 3 3 1 4 1 3 0 5 1
Error: 0.388459
Pion Efficiency: 0.378228
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 20
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 10 6 4 3 1 3 2 3 1 2 0 1 3 0 2 2 2 3 3 4 3 5 2 8 1 1 3 2 3 1 1 0 3 4 1 4 4 5 5 1 1 2 1 3 1 0 7 3 2 3 3 3 4 3 4 6 5 6 9 1 6 3 5 6 3 4 2 2 1 6 5 4 8 4 4 6 4 3 3 1 3 4 4 4 7 3 3 2 2 3 5 6 7 8 5 3 5 5 5 6 5 3 2 5 3 6 1 3 2 6 4 2 6 7 4 10 4 11 3 2 9 3 5 5 5 6 5 7 7 7 3 8 8 7 4 12 6 7 10 11 6 8 5 7 10 7 12 5 6 5 9 6 11 7 9 9 5 11 7 13 11 11 10 6 12 5 3 10 8 9 12 15 12 8 11 7 10 10 7 8 13 16 13 14 6 12 13 12 6 13 10 12 13 15 11 9 14 7 8 11 6 16 8 12 12 11 17 12 14 16 12 16 14 8 15 15 17 16 20 15 13 21 18 18 11 23 18 19 13 13 8 18 17 11 21 27 20 21 16 20 19 25 17 22 18 17 25 22 19 22 25 21 22 39 80 2
Pion Histogram
 84 60 55 56 38 46 43 42 42 35 34 29 25 40 37 26 24 29 31 24 21 29 19 26 23 20 19 15 14 19 20 15 12 27 18 15 15 19 17 16 16 9 17 19 15 12 13 14 9 10 11 6 5 7 11 9 13 12 10 12 6 6 15 14 13 8 7 9 10 8 10 8 11 9 11 8 12 2 10 9 9 10 10 6 10 5 10 3 9 3 8 6 10 10 7 7 11 6 1 5 8 5 2 6 1 5 4 2 8 8 6 3 5 5 5 4 6 6 3 4 9 3 7 5 10 4 6 3 6 5 6 3 5 6 3 4 3 5 5 4 7 3 5 7 3 3 1 3 2 5 7 1 3 4 6 1 1 5 3 4 4 8 1 4 5 6 1 3 2 5 5 4 5 6 4 1 5 4 5 8 5 7 4 4 3 2 5 1 1 6 4 1 3 6 5 0 6 4 2 1 4 4 5 4 3 1 4 1 1 4 4 2 0 0 1 1 1 5 1 2 2 1 5 0 2 1 1 5 3 1 1 2 0 2 1 1 1 3 2 1 1 2 1 3 0 1 0 1 2 1 5 3 2 3 5 0
Error: 0.378403
Pion Efficiency: 0.343996
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 1 3 3 0 0 0 3 0 0 3 1 1 0 2 1 1 0 0 1 0 0 1 1 2 0 0 0 0 0 0 0 1 2 1 1 2 2 1 1 0 1 3 1 4 0 1 2 0 1 0 1 5 2 0 1 3 4 1 1 1 1 0 0 0 1 1 1 1 1 0 0 1 1 1 1 1 0 0 1 1 1 1 1 1 2 0 0 0 0 3 1 0 0 1 1 1 3 2 1 2 2 1 1 0 2 2 0 0 1 1 1 3 2 1 0 1 1 0 3 1 0 0 0 2 1 0 1 5 2 2 4 0 0 2 4 1 2 4 3 1 1 0 1 2 2 2 2 0 1 3 0 1 3 3 1 0 4 2 3 3 3 3 4 2 2 2 3 4 0 0 2 2 2 1 2 1 2 2 4 5 3 5 1 4 0 1 4 3 0 3 0 2 0 4 8 0 4 2 2 4 2 3 2 3 3 2 3 3 3 1 10 3 7 3 3 1 2 5 8 4 5 3 2 4 2 1 5 7 2 2 3 1 3 9 4 1 5 3 2 0 2 1 3 6 6 9 6 10 5 10 5 4 9 16 3
Pion Histogram
 17 13 18 15 10 15 16 11 11 13 9 10 9 6 7 3 4 7 4 8 9 3 4 1 1 5 4 10 4 2 1 8 4 1 5 3 4 4 5 3 5 2 6 2 1 5 6 2 1 2 2 4 4 2 3 3 2 1 3 2 2 2 2 1 1 1 2 2 1 3 2 2 3 2 3 2 3 1 4 2 1 4 1 5 5 1 1 3 0 2 1 2 1 2 1 2 2 3 2 0 1 2 1 3 2 3 1 1 0 3 2 0 0 0 0 0 3 0 2 3 0 0 2 0 1 2 0 1 1 2 1 4 0 0 0 0 1 4 3 1 0 4 2 1 0 0 1 0 3 2 0 1 0 0 1 1 2 1 1 3 1 0 1 0 1 3 3 0 0 0 1 1 1 3 0 1 1 1 1 1 1 1 0 2 2 0 1 0 3 0 2 0 1 3 0 3 1 1 2 0 4 1 1 1 0 1 0 1 1 2 0 1 0 2 0 1 3 1 0 2 2 0 0 0 0 0 0 1 0 1 0 0 0 2 0 1 0 1 1 1 1 0 0 1 0 0 0 0 1 0 1 1 1 0 5 0
Error: 0.415338
Pion Efficiency: 0.462329
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 18 7 7 6 1 3 2 6 1 2 3 2 4 0 4 3 3 3 3 5 3 5 3 9 3 1 3 2 3 1 1 0 4 6 2 5 6 7 6 2 1 3 4 4 5 0 8 5 2 4 3 4 9 5 4 7 8 10 10 2 7 4 5 6 3 5 3 3 2 7 5 4 9 5 5 7 5 3 3 2 4 5 5 5 8 5 3 2 2 3 8 7 7 8 6 4 6 8 7 7 7 5 3 6 3 8 3 3 2 7 5 3 9 9 5 10 5 12 3 5 10 3 5 5 7 7 5 8 12 9 5 12 8 7 6 16 7 9 14 14 7 9 5 8 12 9 14 7 6 6 12 6 12 10 12 10 5 15 9 16 14 14 13 10 14 7 5 13 12 9 12 17 14 10 12 9 11 12 9 12 18 19 18 15 10 12 14 16 9 13 13 12 15 15 15 17 14 11 10 13 10 18 11 14 15 14 19 15 17 19 13 26 17 15 18 18 18 18 25 23 17 26 21 20 15 25 19 24 20 15 10 21 18 14 30 31 21 26 19 22 19 27 18 25 24 23 34 28 29 27 35 26 26 48 96 5
Pion Histogram
 101 73 73 71 48 61 59 53 53 48 43 39 34 46 44 29 28 36 35 32 30 32 23 27 24 25 23 25 18 21 21 23 16 28 23 18 19 23 22 19 21 11 23 21 16 17 19 16 10 12 13 10 9 9 14 12 15 13 13 14 8 8 17 15 14 9 9 11 11 11 12 10 14 11 14 10 15 3 14 11 10 14 11 11 15 6 11 6 9 5 9 8 11 12 8 9 13 9 3 5 9 7 3 9 3 8 5 3 8 11 8 3 5 5 5 4 9 6 5 7 9 3 9 5 11 6 6 4 7 7 7 7 5 6 3 4 4 9 8 5 7 7 7 8 3 3 2 3 5 7 7 2 3 4 7 2 3 6 4 7 5 8 2 4 6 9 4 3 2 5 6 5 6 9 4 2 6 5 6 9 6 8 4 6 5 2 6 1 4 6 6 1 4 9 5 3 7 5 4 1 8 5 6 5 3 2 4 2 2 6 4 3 0 2 1 2 4 6 1 4 4 1 5 0 2 1 1 6 3 2 1 2 0 4 1 2 1 4 3 2 2 2 1 4 0 1 0 1 3 1 6 4 3 3 10 0
Error: 0.386075
Pion Efficiency: 0.376483
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 21
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 4 2 4 4 4 2 5 2 1 0 2 0 2 1 2 2 1 4 1 2 4 0 3 0 3 1 3 4 4 4 1 1 3 1 2 4 0 4 1 2 2 2 3 2 2 2 1 5 2 4 7 2 4 1 3 5 1 3 4 2 0 1 2 3 5 4 3 2 2 4 2 3 3 4 6 3 3 3 5 2 3 4 4 3 3 0 4 8 4 2 7 4 2 4 0 6 5 0 5 2 3 5 5 2 5 3 5 1 7 3 5 4 4 4 5 2 2 6 3 3 4 6 7 2 5 4 4 5 6 6 4 4 7 4 3 11 5 4 2 8 9 3 4 6 7 6 6 7 12 7 14 6 11 10 12 8 11 10 5 7 7 13 13 8 2 5 8 12 5 10 7 16 10 12 12 14 10 10 12 12 10 9 11 9 14 13 13 11 11 12 7 9 11 8 16 10 14 9 6 13 13 8 18 14 13 14 14 12 19 11 10 15 15 21 19 25 15 24 13 14 25 18 9 24 21 19 16 22 18 33 17 16 24 15 16 16 19 27 17 20 18 26 22 21 24 29 26 30 33 30 31 25 24 17 38 6
Pion Histogram
 64 64 52 45 39 52 35 28 46 35 33 26 27 23 17 23 31 34 26 20 14 23 17 17 17 17 18 23 17 24 21 15 14 11 13 15 16 13 13 17 12 11 11 14 21 11 12 13 20 8 11 13 14 10 12 13 8 16 13 9 6 8 10 20 8 15 9 6 10 7 11 7 10 9 9 13 9 11 7 8 11 8 16 7 11 9 8 3 10 10 6 8 8 13 10 9 7 8 9 8 7 6 1 12 6 9 6 12 6 4 10 9 4 4 1 2 5 6 5 5 4 5 1 4 7 5 3 3 7 1 5 3 5 6 4 7 7 4 5 4 4 3 5 8 5 2 7 8 10 3 4 5 5 6 3 5 4 2 4 3 5 2 4 4 5 3 6 5 2 6 6 5 7 3 5 2 5 1 4 7 6 0 10 5 6 2 5 7 2 1 4 3 6 8 3 0 3 2 2 5 2 4 6 1 3 7 5 4 7 5 2 1 8 5 2 3 3 3 3 7 2 2 1 4 3 2 8 4 4 0 2 4 5 2 1 3 4 3 1 2 0 3 1 0 3 2 2 1 1 1 1 2 0 2 0 1
Error: 0.377943
Pion Efficiency: 0.345887
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 9 1 3 0 3 1 0 1 1 0 0 0 1 0 0 1 3 0 2 2 3 1 1 1 2 1 0 3 1 2 0 1 1 0 2 0 1 0 0 0 0 0 2 0 1 0 1 0 3 1 0 1 3 1 0 0 0 0 0 1 1 2 1 2 1 1 0 3 1 1 1 2 1 2 3 1 2 0 2 2 1 1 3 0 1 0 2 0 1 0 1 1 1 1 1 0 1 1 0 1 2 3 1 4 0 0 0 1 2 1 2 2 2 1 1 2 2 2 2 0 0 1 0 1 0 0 2 0 1 0 1 2 0 2 3 1 1 2 0 0 0 2 3 0 3 2 1 1 3 2 1 2 1 1 3 3 1 2 0 2 0 2 2 2 1 0 3 0 1 3 0 1 3 1 1 1 4 1 3 3 1 2 1 4 2 2 3 2 3 3 2 3 4 4 2 1 3 1 2 2 3 1 2 4 5 4 5 6 3 9 5 3 4 4 3 6 4 4 5 4 4 2 8 3 0 6 4 6 8 3 3 5 9 2 1 2 6 5 7 5 12 7 3 9 2 2 5 11 6 13 8 6 7 8 11 4
Pion Histogram
 11 12 16 10 10 12 17 13 5 6 5 7 4 5 5 8 6 3 5 6 5 4 6 7 5 6 7 6 3 4 2 3 4 5 3 1 4 2 1 6 7 1 1 3 2 4 2 3 2 4 0 6 4 5 5 0 0 3 2 1 3 2 4 4 3 1 2 0 2 0 3 6 5 0 2 0 1 2 2 1 2 1 1 2 0 5 1 1 1 2 2 3 1 3 3 3 4 0 1 0 3 2 3 2 0 3 0 3 0 1 1 0 1 1 3 1 2 0 0 4 2 0 1 1 1 0 2 0 1 0 1 4 2 2 0 0 0 1 0 1 2 4 1 3 1 1 1 0 0 1 2 0 0 1 3 1 0 1 0 1 1 0 0 1 0 2 0 1 2 0 2 3 1 5 2 1 4 3 0 1 2 2 2 2 1 1 0 2 0 0 0 2 3 0 1 1 1 0 1 1 0 1 0 2 1 1 0 2 3 0 0 3 1 0 2 1 1 1 1 0 1 1 1 3 1 1 0 0 0 0 2 0 0 0 0 0 2 1 0 2 0 0 1 2 2 1 0 1 2 0 0 1 0 1 3 0
Error: 0.421229
Pion Efficiency: 0.498201
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 13 3 7 4 7 3 5 3 2 0 2 0 3 1 2 3 4 4 3 4 7 1 4 1 5 2 3 7 5 6 1 2 4 1 4 4 1 4 1 2 2 2 5 2 3 2 2 5 5 5 7 3 7 2 3 5 1 3 4 3 1 3 3 5 6 5 3 5 3 5 3 5 4 6 9 4 5 3 7 4 4 5 7 3 4 0 6 8 5 2 8 5 3 5 1 6 6 1 5 3 5 8 6 6 5 3 5 2 9 4 7 6 6 5 6 4 4 8 5 3 4 7 7 3 5 4 6 5 7 6 5 6 7 6 6 12 6 6 2 8 9 5 7 6 10 8 7 8 15 9 15 8 12 11 15 11 12 12 5 9 7 15 15 10 3 5 11 12 6 13 7 17 13 13 13 15 14 11 15 15 11 11 12 13 16 15 16 13 14 15 9 12 15 12 18 11 17 10 8 15 16 9 20 18 18 18 19 18 22 20 15 18 19 25 22 31 19 28 18 18 29 20 17 27 21 25 20 28 26 36 20 21 33 17 17 18 25 32 24 25 30 33 25 30 26 31 31 41 39 43 39 31 31 25 49 10
Pion Histogram
 75 76 68 55 49 64 52 41 51 41 38 33 31 28 22 31 37 37 31 26 19 27 23 24 22 23 25 29 20 28 23 18 18 16 16 16 20 15 14 23 19 12 12 17 23 15 14 16 22 12 11 19 18 15 17 13 8 19 15 10 9 10 14 24 11 16 11 6 12 7 14 13 15 9 11 13 10 13 9 9 13 9 17 9 11 14 9 4 11 12 8 11 9 16 13 12 11 8 10 8 10 8 4 14 6 12 6 15 6 5 11 9 5 5 4 3 7 6 5 9 6 5 2 5 8 5 5 3 8 1 6 7 7 8 4 7 7 5 5 5 6 7 6 11 6 3 8 8 10 4 6 5 5 7 6 6 4 3 4 4 6 2 4 5 5 5 6 6 4 6 8 8 8 8 7 3 9 4 4 8 8 2 12 7 7 3 5 9 2 1 4 5 9 8 4 1 4 2 3 6 2 5 6 3 4 8 5 6 10 5 2 4 9 5 4 4 4 4 4 7 3 3 2 7 4 3 8 4 4 0 4 4 5 2 1 3 6 4 1 4 0 3 2 2 5 3 2 2 3 1 1 3 0 3 3 1
Error: 0.386989
Pion Efficiency: 0.377879
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 22
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 11 4 2 3 3 3 1 0 3 1 2 3 0 2 5 2 1 1 5 1 4 2 0 1 5 2 1 2 2 2 2 2 1 5 3 5 2 5 1 5 5 0 2 2 7 4 2 2 0 1 3 4 5 0 0 1 1 2 2 4 2 3 1 1 6 5 3 4 4 3 5 2 5 3 1 1 4 6 4 6 3 3 7 1 4 0 3 3 2 5 4 4 6 5 1 0 3 6 1 2 2 2 5 4 3 2 3 1 3 8 7 9 3 3 4 10 2 8 4 4 4 2 8 6 2 6 4 4 7 4 5 3 9 3 4 2 7 7 8 4 10 7 8 7 12 10 7 5 7 9 4 6 9 7 14 8 12 7 4 8 6 9 5 5 7 10 10 11 8 7 3 8 7 11 7 10 13 7 11 7 6 7 11 7 14 10 9 9 8 9 9 9 11 14 12 5 10 10 14 16 7 10 13 14 10 14 12 15 13 15 19 18 13 15 13 15 14 26 22 17 12 18 13 25 13 18 13 14 21 20 21 19 14 28 23 20 13 25 22 15 34 20 23 24 28 36 32 26 36 37 28 27 32 35 42 16
Pion Histogram
 89 53 53 50 47 49 34 41 39 36 33 24 33 25 21 22 18 21 25 30 32 22 16 22 18 15 11 21 23 18 17 17 14 21 15 16 18 7 13 13 19 13 13 13 15 14 14 8 16 17 9 11 12 14 11 14 14 11 10 11 11 15 16 17 9 15 8 13 7 8 8 12 13 5 6 9 9 9 5 6 10 12 12 4 9 12 4 8 7 9 3 8 9 7 11 8 9 9 7 5 9 9 5 7 9 4 7 4 4 6 3 7 7 5 2 9 9 10 7 5 3 6 2 5 2 3 5 5 4 7 7 3 1 2 7 3 3 5 6 4 6 6 6 6 5 6 3 2 1 7 3 6 7 5 0 2 7 5 6 4 4 5 3 3 2 3 4 4 5 2 4 3 4 8 9 5 7 4 5 4 5 3 1 6 4 3 2 2 0 5 4 3 2 5 4 1 6 4 1 5 4 1 0 1 5 4 2 0 4 6 4 1 2 3 4 2 5 5 1 3 2 1 2 4 2 4 2 2 1 5 2 0 4 0 3 2 5 4 2 0 2 0 2 1 3 4 3 1 3 3 1 1 3 1 3 0
Error: 0.372629
Pion Efficiency: 0.332322
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 3 1 0 1 1 2 2 0 1 2 0 1 1 3 1 1 0 0 1 0 2 2 2 0 0 2 0 2 0 5 2 2 0 0 1 0 1 0 2 0 1 0 3 2 1 1 0 0 2 1 1 1 2 3 0 1 2 0 0 0 3 1 1 2 2 0 1 0 3 2 0 0 1 0 1 1 0 1 0 1 2 2 1 0 1 1 2 2 2 0 1 1 2 1 1 0 0 2 0 1 2 1 1 4 0 5 1 3 0 1 1 0 1 1 2 2 2 3 2 0 3 0 1 0 0 1 1 1 0 3 0 1 1 1 2 2 5 2 4 0 2 1 2 1 3 4 2 2 2 2 2 1 2 3 3 3 1 2 3 1 2 3 2 1 1 3 2 1 2 2 5 6 1 0 1 1 1 3 2 1 3 2 1 2 3 4 1 3 3 2 3 1 2 1 5 1 1 2 4 4 2 0 1 2 4 4 4 6 2 1 5 3 5 7 2 0 1 4 4 5 2 3 6 5 0 1 3 1 4 4 5 2 5 6 7 2 6 4 9 7 4 5 12 5 3 7 13 11 4 6 8 11 6 8 5 3
Pion Histogram
 15 9 7 13 11 8 8 12 10 5 7 7 9 9 10 9 4 5 7 7 3 7 4 1 5 4 3 5 8 5 2 4 4 6 3 6 4 7 2 2 1 3 2 2 2 4 0 2 3 2 1 9 6 5 2 2 2 4 1 2 0 0 1 6 0 3 1 3 0 4 0 1 5 1 1 3 3 4 5 2 3 0 1 2 0 3 1 1 2 1 0 4 1 1 0 0 3 4 2 3 0 1 1 1 0 0 1 2 1 0 6 1 0 2 2 2 1 1 2 2 0 4 1 0 1 1 0 1 0 0 1 1 1 1 0 0 0 1 2 1 2 0 2 0 2 1 0 1 0 1 2 3 0 1 0 0 0 2 1 2 1 1 2 0 0 1 1 1 0 2 2 0 1 1 2 3 1 2 0 1 1 2 1 1 1 0 1 1 2 1 4 0 2 0 1 2 3 2 0 0 1 0 1 2 0 2 1 1 2 2 0 0 1 1 2 2 2 0 2 0 1 1 1 3 2 0 1 3 0 2 1 0 3 0 2 6 0 0 0 0 0 1 1 0 0 2 1 2 2 1 0 0 1 1 1 1
Error: 0.431367
Pion Efficiency: 0.5
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 14 5 2 4 4 5 3 0 4 3 2 4 1 5 6 3 1 1 6 1 6 4 2 1 5 4 1 4 2 7 4 4 1 5 4 5 3 5 3 5 6 0 5 4 8 5 2 2 2 2 4 5 7 3 0 2 3 2 2 4 5 4 2 3 8 5 4 4 7 5 5 2 6 3 2 2 4 7 4 7 5 5 8 1 5 1 5 5 4 5 5 5 8 6 2 0 3 8 1 3 4 3 6 8 3 7 4 4 3 9 8 9 4 4 6 12 4 11 6 4 7 2 9 6 2 7 5 5 7 7 5 4 10 4 6 4 12 9 12 4 12 8 10 8 15 14 9 7 9 11 6 7 11 10 17 11 13 9 7 9 8 12 7 6 8 13 12 12 10 9 8 14 8 11 8 11 14 10 13 8 9 9 12 9 17 14 10 12 11 11 12 10 13 15 17 6 11 12 18 20 9 10 14 16 14 18 16 21 15 16 24 21 18 22 15 15 15 30 26 22 14 21 19 30 13 19 16 15 25 24 26 21 19 34 30 22 19 29 31 22 38 25 35 29 31 43 45 37 40 43 36 38 38 43 47 19
Pion Histogram
 104 62 60 63 58 57 42 53 49 41 40 31 42 34 31 31 22 26 32 37 35 29 20 23 23 19 14 26 31 23 19 21 18 27 18 22 22 14 15 15 20 16 15 15 17 18 14 10 19 19 10 20 18 19 13 16 16 15 11 13 11 15 17 23 9 18 9 16 7 12 8 13 18 6 7 12 12 13 10 8 13 12 13 6 9 15 5 9 9 10 3 12 10 8 11 8 12 13 9 8 9 10 6 8 9 4 8 6 5 6 9 8 7 7 4 11 10 11 9 7 3 10 3 5 3 4 5 6 4 7 8 4 2 3 7 3 3 6 8 5 8 6 8 6 7 7 3 3 1 8 5 9 7 6 0 2 7 7 7 6 5 6 5 3 2 4 5 5 5 4 6 3 5 9 11 8 8 6 5 5 6 5 2 7 5 3 3 3 2 6 8 3 4 5 5 3 9 6 1 5 5 1 1 3 5 6 3 1 6 8 4 1 3 4 6 4 7 5 3 3 3 2 3 7 4 4 3 5 1 7 3 0 7 0 5 8 5 4 2 0 2 1 3 1 3 6 4 3 5 4 1 1 4 2 4 1
Error: 0.385096
Pion Efficiency: 0.369156
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 23
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 20 5 8 3 0 1 4 5 4 4 4 3 3 0 1 1 5 1 2 2 3 4 1 2 5 3 0 3 2 3 3 4 5 3 2 0 3 2 1 2 2 2 3 2 2 1 6 2 2 1 1 4 2 2 1 4 3 6 0 4 4 2 4 9 6 5 2 3 2 4 3 2 5 4 2 1 1 0 3 3 7 3 7 1 4 4 2 4 5 4 6 5 3 3 2 5 6 4 7 4 3 1 6 3 2 5 3 4 4 3 5 2 2 4 2 6 6 2 3 5 4 4 6 5 8 5 4 3 5 6 5 9 3 4 8 3 0 5 5 2 6 8 1 5 7 7 6 8 7 4 8 1 2 8 7 3 10 7 8 12 7 2 10 8 13 5 5 8 8 10 11 9 9 15 7 14 7 8 6 9 10 13 10 4 14 7 9 9 12 10 13 10 10 7 12 11 19 14 11 10 6 10 14 15 8 22 11 14 16 9 18 15 21 16 11 15 17 17 14 11 16 23 12 20 26 24 29 21 27 14 16 21 18 20 20 21 19 24 18 23 23 21 26 18 17 38 14 39 35 25 27 27 26 35 64 12
Pion Histogram
 162 93 90 68 51 57 43 48 28 43 32 29 27 27 30 31 26 21 15 15 12 21 14 25 22 15 18 26 11 16 20 16 14 18 11 10 11 9 12 23 22 5 11 9 18 14 13 8 12 8 12 12 11 11 7 10 11 5 5 14 5 12 13 9 5 10 11 8 9 7 10 9 11 12 7 7 5 7 6 9 6 7 6 7 4 8 6 7 9 6 9 8 4 4 8 7 4 4 4 5 1 0 7 3 7 5 3 4 1 5 6 3 10 2 7 6 7 3 2 1 7 4 4 4 8 4 4 0 2 3 7 5 5 5 4 4 4 3 4 3 3 8 5 6 0 3 2 5 1 5 3 3 3 5 1 5 10 4 4 5 2 2 5 6 0 2 1 7 2 3 4 2 3 2 1 1 9 3 6 6 5 6 3 3 2 2 3 3 3 3 2 2 2 3 5 2 4 5 1 3 1 8 4 6 3 3 6 1 0 4 4 4 4 2 0 3 0 2 0 4 3 3 2 5 2 4 4 3 0 0 1 2 2 2 1 3 4 3 2 2 3 3 2 2 3 3 5 6 1 2 0 2 1 2 4 0
Error: 0.371993
Pion Efficiency: 0.320558
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 13 1 3 3 1 2 0 1 1 2 1 1 2 2 1 1 2 0 1 1 3 1 2 1 2 0 1 4 3 1 2 2 1 1 1 0 1 0 1 2 4 0 3 2 2 1 0 2 2 2 2 1 2 0 0 0 0 2 0 0 2 1 1 1 0 3 0 1 0 2 1 2 3 1 0 2 0 2 2 0 1 0 1 2 0 0 1 0 2 0 2 1 1 1 1 2 1 0 1 1 0 2 0 1 2 4 1 2 2 0 1 2 0 1 0 0 1 3 2 1 1 2 1 2 1 0 0 2 0 1 2 3 1 1 4 2 4 1 4 2 1 0 2 1 1 1 1 4 1 2 0 2 0 1 2 1 2 3 0 3 1 3 0 3 2 0 3 4 1 1 0 3 3 1 1 4 3 6 0 2 1 0 1 3 2 4 0 1 4 3 0 1 4 1 3 3 2 4 1 3 2 1 1 1 5 4 0 4 1 0 1 6 5 5 4 2 7 5 2 2 2 3 2 3 4 4 5 4 4 7 4 4 5 2 7 4 4 6 7 5 4 5 3 5 9 5 4 4 11 5 10 7 5 6 7 2
Pion Histogram
 41 18 14 14 11 16 7 10 8 5 12 10 1 3 6 4 8 9 9 3 7 7 4 4 4 3 2 4 2 5 6 4 3 3 4 4 0 3 3 5 5 1 3 4 5 1 1 2 3 3 4 3 6 1 2 2 1 1 2 1 0 1 0 1 1 0 4 0 4 3 2 0 0 0 5 0 0 3 1 1 1 4 3 3 3 1 3 0 0 3 2 1 3 4 0 1 1 1 1 0 2 1 2 1 1 1 0 2 1 0 0 3 2 1 2 3 0 1 2 0 1 3 3 0 1 1 1 1 2 1 2 2 1 1 1 0 1 2 0 3 2 0 0 1 2 2 1 0 0 2 2 1 0 2 0 3 2 0 0 1 2 2 1 0 0 1 1 0 1 2 0 0 0 6 0 1 2 0 2 4 0 0 0 0 1 1 1 0 1 0 2 2 0 1 1 4 0 1 2 0 0 0 2 0 1 2 1 1 0 2 0 2 2 0 2 2 3 0 2 3 0 2 0 0 3 1 0 0 1 0 0 2 1 2 0 2 0 0 0 0 1 0 3 2 2 1 0 1 1 0 0 0 0 1 5 1
Error: 0.447377
Pion Efficiency: 0.57193
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 33 6 11 6 1 3 4 6 5 6 5 4 5 2 2 2 7 1 3 3 6 5 3 3 7 3 1 7 5 4 5 6 6 4 3 0 4 2 2 4 6 2 6 4 4 2 6 4 4 3 3 5 4 2 1 4 3 8 0 4 6 3 5 10 6 8 2 4 2 6 4 4 8 5 2 3 1 2 5 3 8 3 8 3 4 4 3 4 7 4 8 6 4 4 3 7 7 4 8 5 3 3 6 4 4 9 4 6 6 3 6 4 2 5 2 6 7 5 5 6 5 6 7 7 9 5 4 5 5 7 7 12 4 5 12 5 4 6 9 4 7 8 3 6 8 8 7 12 8 6 8 3 2 9 9 4 12 10 8 15 8 5 10 11 15 5 8 12 9 11 11 12 12 16 8 18 10 14 6 11 11 13 11 7 16 11 9 10 16 13 13 11 14 8 15 14 21 18 12 13 8 11 15 16 13 26 11 18 17 9 19 21 26 21 15 17 24 22 16 13 18 26 14 23 30 28 34 25 31 21 20 25 23 22 27 25 23 30 25 28 27 26 29 23 26 43 18 43 46 30 37 34 31 41 71 14
Pion Histogram
 203 111 104 82 62 73 50 58 36 48 44 39 28 30 36 35 34 30 24 18 19 28 18 29 26 18 20 30 13 21 26 20 17 21 15 14 11 12 15 28 27 6 14 13 23 15 14 10 15 11 16 15 17 12 9 12 12 6 7 15 5 13 13 10 6 10 15 8 13 10 12 9 11 12 12 7 5 10 7 10 7 11 9 10 7 9 9 7 9 9 11 9 7 8 8 8 5 5 5 5 3 1 9 4 8 6 3 6 2 5 6 6 12 3 9 9 7 4 4 1 8 7 7 4 9 5 5 1 4 4 9 7 6 6 5 4 5 5 4 6 5 8 5 7 2 5 3 5 1 7 5 4 3 7 1 8 12 4 4 6 4 4 6 6 0 3 2 7 3 5 4 2 3 8 1 2 11 3 8 10 5 6 3 3 3 3 4 3 4 3 4 4 2 4 6 6 4 6 3 3 1 8 6 6 4 5 7 2 0 6 4 6 6 2 2 5 3 2 2 7 3 5 2 5 5 5 4 3 1 0 1 4 3 4 1 5 4 3 2 2 4 3 5 4 5 4 5 7 2 2 0 2 1 3 9 1
Error: 0.388245
Pion Efficiency: 0.371947
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 24
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 7 2 5 0 2 5 2 0 3 3 1 4 1 3 4 2 1 0 1 0 3 2 2 0 1 2 3 0 3 0 3 3 2 3 2 2 3 6 1 5 2 3 1 2 4 1 2 2 0 0 2 3 2 3 3 4 5 3 3 5 2 4 6 0 5 4 6 4 3 3 2 4 3 2 2 7 2 1 2 5 6 3 4 1 2 3 5 3 1 3 6 2 2 4 2 2 7 5 3 10 2 5 4 6 6 5 10 2 3 5 4 4 5 4 1 1 3 6 8 5 6 5 5 5 9 13 4 6 3 3 7 9 7 9 5 7 4 4 3 5 8 11 6 4 10 10 9 5 12 4 7 8 4 9 9 7 5 9 6 8 7 7 13 13 4 7 7 18 9 8 9 9 12 8 10 10 10 11 13 14 12 13 12 13 13 12 17 6 11 7 5 13 17 15 16 16 15 7 10 14 13 8 13 7 19 18 12 10 14 16 10 11 19 21 22 13 14 17 14 15 13 18 10 11 16 16 7 20 22 15 19 17 20 22 27 16 17 27 21 21 26 25 26 38 22 32 25 33 33 34 22 16 17 25 37 14
Pion Histogram
 89 54 52 40 39 41 30 40 36 37 37 20 30 25 44 22 23 26 25 25 16 16 18 20 22 21 16 20 15 22 14 21 21 22 19 10 7 13 16 16 13 8 11 19 18 15 10 13 5 20 11 18 8 14 8 10 11 8 10 13 12 7 8 10 10 12 13 9 6 11 8 12 13 12 7 7 6 5 7 7 4 4 6 5 8 12 11 7 11 7 4 18 7 3 9 10 6 3 2 10 11 3 12 6 4 15 3 9 5 3 5 9 3 6 4 14 5 6 5 2 5 6 8 3 5 3 5 5 4 5 5 9 8 5 4 2 3 5 7 3 3 5 7 5 8 6 6 3 5 6 7 3 10 7 3 7 0 3 7 6 4 5 4 7 5 4 2 3 5 5 3 5 6 4 5 1 4 1 7 4 4 2 4 4 1 0 6 7 7 3 3 4 7 0 7 1 7 5 3 3 4 4 1 3 2 3 4 4 0 3 4 5 4 0 2 4 2 4 0 3 5 3 3 0 2 5 1 2 2 2 0 3 1 1 2 3 2 5 4 1 0 0 3 2 4 2 2 1 1 5 3 2 1 2 3 3
Error: 0.377815
Pion Efficiency: 0.340472
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 2 0 0 0 0 2 2 0 0 1 2 1 0 0 0 1 1 0 2 1 3 1 0 0 0 0 0 1 1 1 0 0 1 0 2 1 3 2 1 0 1 0 0 1 0 0 2 2 1 0 0 0 1 1 1 1 0 0 0 0 0 1 0 0 1 2 0 0 0 2 0 3 0 2 0 1 0 0 1 1 3 0 0 0 1 0 1 5 2 0 1 1 2 0 1 4 1 0 0 0 1 0 1 1 2 1 1 5 3 0 1 1 1 0 1 0 1 2 0 0 2 1 0 0 0 1 0 2 1 0 2 1 0 2 3 0 2 4 1 3 2 1 2 4 0 0 3 3 1 2 2 0 3 1 4 1 1 5 1 0 3 0 4 2 3 3 2 3 1 3 1 4 3 3 1 1 0 4 2 3 5 0 3 1 2 1 4 2 5 4 2 4 0 5 1 1 6 0 6 3 3 2 4 3 4 3 1 3 3 4 6 5 1 3 2 1 4 5 1 3 2 3 3 2 6 4 5 5 3 3 8 1 1 2 5 8 5 2 5 14 7 8 8 11 8 10 9 12 12 5 3 7 3 9 1
Pion Histogram
 20 17 9 7 13 11 9 10 14 5 8 7 9 8 8 7 7 5 9 2 3 3 4 5 7 4 4 6 1 0 8 3 1 4 5 6 5 2 4 4 5 0 1 2 2 3 1 5 4 1 2 3 4 5 5 2 2 2 0 1 2 3 1 1 2 4 6 2 3 0 1 1 3 0 2 0 2 1 1 1 4 3 3 4 3 0 3 1 1 1 2 0 2 1 2 1 2 1 1 2 4 5 1 2 1 0 0 4 0 0 1 2 1 1 4 1 0 1 1 5 0 2 3 0 2 0 2 0 4 2 1 0 2 1 0 3 0 0 0 1 1 2 1 4 3 1 4 0 0 5 1 0 1 1 0 1 1 2 1 1 2 3 1 2 1 1 2 3 1 1 0 0 0 2 3 3 1 3 0 0 0 0 1 1 1 2 4 2 0 1 0 2 4 0 0 1 2 1 0 2 2 1 2 1 1 0 0 3 0 1 0 0 1 1 0 0 2 1 1 3 2 0 1 0 2 0 2 1 2 0 1 0 0 0 0 0 1 1 0 1 1 0 1 1 1 0 1 1 1 0 1 1 0 1 7 0
Error: 0.411856
Pion Efficiency: 0.434256
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 15 4 5 0 2 5 4 2 3 3 2 6 2 3 4 2 2 1 1 2 4 5 3 0 1 2 3 0 4 1 4 3 2 4 2 4 4 9 3 6 2 4 1 2 5 1 2 4 2 1 2 3 2 4 4 5 6 3 3 5 2 4 7 0 5 5 8 4 3 3 4 4 6 2 4 7 3 1 2 6 7 6 4 1 2 4 5 4 6 5 6 3 3 6 2 3 11 6 3 10 2 6 4 7 7 7 11 3 8 8 4 5 6 5 1 2 3 7 10 5 6 7 6 5 9 13 5 6 5 4 7 11 8 9 7 10 4 6 7 6 11 13 7 6 14 10 9 8 15 5 9 10 4 12 10 11 6 10 11 9 7 10 13 17 6 10 10 20 12 9 12 10 16 11 13 11 11 11 17 16 15 18 12 16 14 14 18 10 13 12 9 15 21 15 21 17 16 13 10 20 16 11 15 11 22 22 15 11 17 19 14 17 24 22 25 15 15 21 19 16 16 20 13 14 18 22 11 25 27 18 22 25 21 23 29 21 25 32 23 26 40 32 34 46 33 40 35 42 45 46 27 19 24 28 46 15
Pion Histogram
 109 71 61 47 52 52 39 50 50 42 45 27 39 33 52 29 30 31 34 27 19 19 22 25 29 25 20 26 16 22 22 24 22 26 24 16 12 15 20 20 18 8 12 21 20 18 11 18 9 21 13 21 12 19 13 12 13 10 10 14 14 10 9 11 12 16 19 11 9 11 9 13 16 12 9 7 8 6 8 8 8 7 9 9 11 12 14 8 12 8 6 18 9 4 11 11 8 4 3 12 15 8 13 8 5 15 3 13 5 3 6 11 4 7 8 15 5 7 6 7 5 8 11 3 7 3 7 5 8 7 6 9 10 6 4 5 3 5 7 4 4 7 8 9 11 7 10 3 5 11 8 3 11 8 3 8 1 5 8 7 6 8 5 9 6 5 4 6 6 6 3 5 6 6 8 4 5 4 7 4 4 2 5 5 2 2 10 9 7 4 3 6 11 0 7 2 9 6 3 5 6 5 3 4 3 3 4 7 0 4 4 5 5 1 2 4 4 5 1 6 7 3 4 0 4 5 3 3 4 2 1 3 1 1 2 3 3 6 4 2 1 0 4 3 5 2 3 2 2 5 4 3 1 3 10 3
Error: 0.384865
Pion Efficiency: 0.355548
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 25
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 9 6 4 1 2 5 2 4 1 1 0 4 5 2 4 3 2 0 1 0 0 3 5 4 4 5 3 4 2 3 0 0 3 2 4 3 3 3 2 3 4 0 5 4 5 4 3 3 6 5 3 2 3 2 1 3 1 2 5 0 2 2 3 6 6 3 1 2 5 1 2 3 11 2 4 4 4 1 1 6 6 4 4 6 3 2 4 4 3 4 5 1 3 1 3 2 3 4 2 8 4 6 2 5 5 5 3 4 5 5 5 5 6 5 3 5 4 4 4 2 5 7 4 5 9 4 2 5 2 8 8 8 6 6 5 7 12 12 7 11 10 9 8 9 6 8 6 6 7 6 7 7 6 7 7 8 12 10 7 10 9 13 9 9 9 14 8 9 6 9 6 8 8 14 11 10 12 9 13 14 12 14 16 11 14 9 11 12 15 17 12 13 11 7 15 17 18 17 15 9 16 10 17 18 27 16 14 14 17 13 9 14 15 21 14 23 13 18 17 24 9 15 20 17 10 15 22 18 17 16 19 20 12 18 13 18 16 19 14 15 17 24 20 15 25 19 24 20 12 22 16 22 13 12 47 13
Pion Histogram
 123 80 72 66 39 44 58 35 35 35 33 24 37 30 23 25 25 31 26 28 21 18 23 19 23 14 20 17 18 22 15 12 17 17 9 12 18 16 19 13 16 12 11 13 12 12 6 11 19 7 7 19 10 15 7 14 11 8 11 10 9 7 9 11 14 13 8 8 8 13 7 8 8 9 6 6 9 7 13 7 8 11 6 8 4 6 5 8 5 5 4 2 4 8 10 10 6 8 1 5 5 6 6 8 5 3 1 5 8 9 4 5 2 11 5 4 6 4 4 8 5 7 5 6 3 7 5 2 5 6 6 4 6 6 3 1 6 5 5 6 10 5 4 5 6 4 4 7 5 7 6 6 3 2 3 2 3 0 3 9 6 2 5 4 4 3 4 6 0 4 6 3 3 2 4 3 4 3 3 5 3 5 4 5 0 3 6 7 5 6 4 4 5 3 3 3 4 0 2 3 4 0 4 5 2 6 3 2 5 2 4 2 3 1 2 2 2 2 1 1 2 3 4 3 2 4 3 0 3 0 2 3 1 1 0 2 0 2 1 2 2 0 4 0 1 1 0 0 0 1 3 4 2 1 2 0
Error: 0.374946
Pion Efficiency: 0.325541
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 8 2 1 3 1 2 1 2 1 0 3 1 0 1 2 1 1 3 1 0 3 2 2 2 0 0 0 2 1 1 1 1 1 0 0 0 1 1 2 1 2 1 3 0 1 2 1 1 0 5 1 1 1 1 1 1 1 0 3 1 1 0 2 1 1 2 2 3 1 1 0 4 1 1 1 1 0 4 1 1 2 1 1 1 1 2 3 1 2 2 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 0 1 2 1 2 0 0 1 1 1 2 1 2 2 2 1 3 1 3 2 1 0 1 3 0 2 2 1 3 1 2 3 1 1 5 0 4 2 2 3 0 3 0 2 3 4 0 2 2 2 4 1 2 3 2 1 0 2 1 3 2 3 1 3 1 3 2 0 3 3 5 1 1 2 2 3 6 2 1 3 1 3 0 1 6 1 4 3 2 1 4 6 3 5 3 4 5 9 2 5 4 0 2 3 2 4 8 4 1 1 4 9 6 4 2 6 4 3 5 3 0 5 3 6 4 6 2 3 4 4 2 2 7 0 5 8 6 7 3 7 0 5 2 4 9 5 5 5 2 8 2
Pion Histogram
 25 21 13 8 12 14 12 11 3 9 6 3 6 13 10 5 3 2 8 5 6 7 4 6 5 2 3 4 8 2 1 3 2 2 3 6 2 6 4 2 5 3 6 3 5 1 1 1 3 7 3 3 1 1 1 1 1 2 3 2 5 4 1 1 1 0 2 3 2 1 0 8 3 1 3 3 2 1 1 0 0 1 4 1 2 2 4 1 2 1 1 4 1 1 3 1 0 2 1 1 2 1 2 3 3 2 1 1 1 0 2 0 3 0 1 1 1 3 1 0 0 1 0 0 2 1 2 1 3 1 0 2 2 1 1 1 0 4 1 3 2 0 1 0 0 1 0 0 0 3 3 1 2 0 0 0 1 1 0 1 0 2 0 0 2 0 0 6 1 0 2 2 2 1 1 0 0 1 5 0 0 0 0 1 2 2 2 0 0 4 3 1 1 1 1 2 0 1 1 0 0 0 2 1 0 1 0 0 0 3 1 2 1 1 2 1 1 1 1 0 0 1 2 1 0 0 0 2 0 0 0 0 0 0 1 1 1 0 2 1 1 1 0 1 0 0 1 0 1 0 1 1 1 0 4 2
Error: 0.43435
Pion Efficiency: 0.519784
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 17 8 5 4 3 7 3 6 2 1 3 5 5 3 6 4 3 3 2 0 3 5 7 6 4 5 3 6 3 4 1 1 4 2 4 3 4 4 4 4 6 1 8 4 6 6 4 4 6 10 4 3 4 3 2 4 2 2 8 1 3 2 5 7 7 5 3 5 6 2 2 7 12 3 5 5 4 5 2 7 8 5 5 7 4 4 7 5 5 6 5 1 3 1 3 2 4 5 2 9 4 6 2 6 6 5 4 6 6 7 5 5 7 6 4 7 5 6 6 4 6 10 5 8 11 5 2 6 5 8 10 10 7 9 6 9 15 13 8 16 10 13 10 11 9 8 9 6 9 9 11 7 8 9 9 12 13 12 10 12 10 13 11 10 12 16 11 10 9 10 9 10 8 17 14 15 13 10 15 16 15 20 18 12 17 10 14 12 16 23 13 17 14 9 16 21 24 20 20 12 20 15 26 20 32 20 14 16 20 15 13 22 19 22 15 27 22 24 21 26 15 19 23 22 13 15 27 21 23 20 25 22 15 22 17 20 18 26 14 20 25 30 27 18 32 19 29 22 16 31 21 27 18 14 55 15
Pion Histogram
 148 101 85 74 51 58 70 46 38 44 39 27 43 43 33 30 28 33 34 33 27 25 27 25 28 16 23 21 26 24 16 15 19 19 12 18 20 22 23 15 21 15 17 16 17 13 7 12 22 14 10 22 11 16 8 15 12 10 14 12 14 11 10 12 15 13 10 11 10 14 7 16 11 10 9 9 11 8 14 7 8 12 10 9 6 8 9 9 7 6 5 6 5 9 13 11 6 10 2 6 7 7 8 11 8 5 2 6 9 9 6 5 5 11 6 5 7 7 5 8 5 8 5 6 5 8 7 3 8 7 6 6 8 7 4 2 6 9 6 9 12 5 5 5 6 5 4 7 5 10 9 7 5 2 3 2 4 1 3 10 6 4 5 4 6 3 4 12 1 4 8 5 5 3 5 3 4 4 8 5 3 5 4 6 2 5 8 7 5 10 7 5 6 4 4 5 4 1 3 3 4 0 6 6 2 7 3 2 5 5 5 4 4 2 4 3 3 3 2 1 2 4 6 4 2 4 3 2 3 0 2 3 1 1 1 3 1 2 3 3 3 1 4 1 1 1 1 0 1 1 4 5 3 1 6 2
Error: 0.387558
Pion Efficiency: 0.372645
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 26
Number of Outputs: 1
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 6 4 2 2 1 1 1 1 1 2 2 1 0 1 3 3 1 0 2 1 3 3 3 2 1 2 2 3 3 1 4 4 0 3 6 1 4 2 4 2 2 3 1 1 1 1 2 2 1 2 4 3 6 1 3 5 3 4 4 2 2 7 2 2 2 4 6 1 2 1 3 3 4 2 3 3 0 8 4 3 4 5 5 5 4 5 2 1 2 5 2 4 2 0 2 4 3 4 3 5 8 2 5 3 6 2 4 1 1 9 8 4 5 4 2 9 3 4 3 4 4 3 10 5 3 9 4 7 8 5 5 2 5 8 3 6 7 6 8 6 7 10 9 1 9 9 6 1 6 5 10 7 8 9 9 7 6 3 4 8 10 9 6 13 10 9 5 15 4 12 11 5 14 12 8 8 7 5 11 6 9 11 9 17 4 16 7 4 8 14 8 8 13 12 15 9 15 10 17 15 17 6 9 17 15 11 10 16 10 18 19 11 12 14 13 13 14 14 13 18 13 13 18 25 11 10 19 10 12 22 12 17 20 20 23 12 17 19 28 26 29 21 28 38 27 41 39 28 34 31 32 25 18 15 79 27
Pion Histogram
 46 40 44 41 44 42 40 37 44 41 33 25 21 25 22 26 22 28 21 27 18 11 26 20 23 26 24 13 19 22 20 13 15 13 18 18 18 14 10 22 19 19 18 16 10 16 15 9 13 8 12 16 12 12 17 7 15 9 10 7 8 11 13 11 13 12 10 15 13 9 14 11 8 9 4 12 6 9 5 9 9 12 9 7 8 9 8 3 15 8 11 6 8 10 8 11 7 5 6 3 9 8 4 6 7 7 11 5 8 10 8 2 4 7 1 10 3 3 11 2 4 7 10 8 1 4 5 7 5 5 4 5 8 11 4 4 7 4 3 5 3 4 4 4 5 7 2 4 4 4 7 5 8 6 5 9 8 5 7 8 4 3 1 4 3 2 4 7 5 3 10 3 11 6 6 4 3 3 3 4 2 2 7 2 7 3 6 3 7 4 2 6 8 3 0 1 4 3 1 5 5 1 4 3 2 3 3 3 2 3 4 1 3 6 2 2 3 2 2 2 5 1 6 3 1 0 2 3 2 3 2 3 6 1 2 1 2 1 1 3 3 0 3 3 3 4 1 2 0 1 2 1 0 1 9 1
Error: 0.375008
Pion Efficiency: 0.343018
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 6 2 1 1 1 1 0 2 0 0 3 1 1 2 3 0 0 0 2 1 0 1 0 0 1 0 0 0 2 1 0 3 1 1 2 2 2 0 1 0 0 2 3 1 0 0 0 1 0 2 2 1 0 0 0 0 0 1 2 1 1 0 2 0 0 1 0 0 4 1 0 0 2 0 1 0 1 1 0 0 0 2 1 0 2 1 1 0 2 1 0 1 2 0 3 2 1 2 0 1 2 2 1 2 2 3 1 0 1 1 1 1 1 0 0 1 1 1 2 3 0 5 0 3 0 0 2 1 1 0 1 2 0 1 5 0 2 0 0 0 2 4 0 3 0 3 2 0 2 2 0 2 4 1 0 2 0 2 0 2 3 0 1 3 1 5 0 2 1 3 0 2 3 4 1 3 1 3 2 2 2 4 1 3 3 5 3 2 2 1 3 1 3 2 2 0 4 2 5 3 4 2 2 3 1 2 4 3 4 1 2 2 3 4 2 5 3 6 6 4 4 1 3 4 3 3 3 6 5 8 5 4 4 3 7 11 12 6 4 8 4 6 6 10 6 5 9 9 3 4 9 6 8 5 23 3
Pion Histogram
 11 13 6 15 11 12 7 10 5 7 10 10 7 5 5 6 3 5 6 9 10 3 5 10 8 6 1 3 1 5 6 3 3 5 1 4 4 2 4 3 1 2 7 1 2 2 0 3 2 2 0 3 1 2 2 4 1 1 3 3 4 3 4 2 3 5 6 2 2 1 2 3 1 2 1 1 1 5 0 1 1 2 3 2 3 4 3 2 0 2 1 2 6 3 1 2 2 3 1 3 4 2 4 2 3 1 2 0 0 1 1 3 1 2 2 2 1 2 1 2 2 0 0 1 1 0 2 1 0 3 0 1 1 1 2 0 4 1 2 1 0 2 1 0 0 1 1 1 2 1 1 0 2 1 1 0 0 1 2 3 2 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 2 1 1 1 2 1 0 1 0 0 1 0 2 1 2 2 0 2 1 2 0 1 0 0 1 2 1 3 2 0 0 1 0 0 1 0 2 0 1 3 0 0 3 1 0 2 2 2 1 1 3 0 1 1 0 1 2 1 0 0 0 1 0 0 2 0 0 1 3 2 0 2 0 1 0 3 1 0 5 5
Error: 0.419718
Pion Efficiency: 0.514286
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 12 6 3 3 2 2 1 3 1 2 5 2 1 3 6 3 1 0 4 2 3 4 3 2 2 2 2 3 5 2 4 7 1 4 8 3 6 2 5 2 2 5 4 2 1 1 2 3 1 4 6 4 6 1 3 5 3 5 6 3 3 7 4 2 2 5 6 1 6 2 3 3 6 2 4 3 1 9 4 3 4 7 6 5 6 6 3 1 4 6 2 5 4 0 5 6 4 6 3 6 10 4 6 5 8 5 5 1 2 10 9 5 6 4 2 10 4 5 5 7 4 8 10 8 3 9 6 8 9 5 6 4 5 9 8 6 9 6 8 6 9 14 9 4 9 12 8 1 8 7 10 9 12 10 9 9 6 5 4 10 13 9 7 16 11 14 5 17 5 15 11 7 17 16 9 11 8 8 13 8 11 15 10 20 7 21 10 6 10 15 11 9 16 14 17 9 19 12 22 18 21 8 11 20 16 13 14 19 14 19 21 13 15 18 15 18 17 20 19 22 17 14 21 29 14 13 22 16 17 30 17 21 24 23 30 23 29 25 32 34 33 27 34 48 33 46 48 37 37 35 41 31 26 20 102 30
Pion Histogram
 57 53 50 56 55 54 47 47 49 48 43 35 28 30 27 32 25 33 27 36 28 14 31 30 31 32 25 16 20 27 26 16 18 18 19 22 22 16 14 25 20 21 25 17 12 18 15 12 15 10 12 19 13 14 19 11 16 10 13 10 12 14 17 13 16 17 16 17 15 10 16 14 9 11 5 13 7 14 5 10 10 14 12 9 11 13 11 5 15 10 12 8 14 13 9 13 9 8 7 6 13 10 8 8 10 8 13 5 8 11 9 5 5 9 3 12 4 5 12 4 6 7 10 9 2 4 7 8 5 8 4 6 9 12 6 4 11 5 5 6 3 6 5 4 5 8 3 5 6 5 8 5 10 7 6 9 8 6 9 11 6 3 1 4 3 2 5 7 6 4 10 4 12 6 6 4 5 4 4 5 4 3 7 3 7 3 7 3 9 5 4 8 8 5 1 3 4 4 1 5 6 3 5 6 4 3 3 4 2 3 5 1 5 6 3 5 3 2 5 3 5 3 8 5 2 1 5 3 3 4 2 4 8 2 2 1 2 2 1 3 5 0 3 4 6 6 1 4 0 2 2 4 1 1 14 6
Error: 0.384367
Pion Efficiency: 0.364969
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 27
Number of Outputs: 1
Number of Generations: 100000
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Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
 8 2 3 3 3 4 2 5 1 1 5 0 3 1 3 3 2 3 3 1 3 2 4 3 4 3 3 4 3 2 5 3 2 3 1 3 3 5 3 1 0 0 5 6 2 1 3 3 4 4 4 1 2 2 3 5 2 2 3 2 1 1 7 5 7 5 0 4 2 1 3 6 1 5 3 6 5 2 5 4 6 3 4 5 7 3 2 5 5 3 2 1 5 5 5 2 1 1 11 6 3 4 2 2 4 4 5 4 4 6 7 0 3 5 6 5 6 7 8 5 4 4 3 6 2 1 5 7 6 9 10 5 3 4 3 4 7 5 7 12 7 4 3 5 7 4 5 6 6 5 5 10 8 11 8 7 11 6 4 6 11 7 13 8 10 9 7 9 17 5 8 10 12 11 8 7 11 11 11 5 8 10 4 13 5 9 7 11 8 9 11 10 14 9 15 11 11 11 13 8 19 7 14 16 10 21 15 13 22 14 6 12 11 12 14 16 9 15 19 17 18 11 13 18 16 18 18 14 18 18 15 11 20 16 16 11 26 18 20 22 25 20 18 23 24 34 29 32 33 33 30 32 36 25 67 27
Pion Histogram
 128 62 79 56 67 45 39 34 35 38 38 30 26 28 31 24 25 33 31 25 18 34 14 22 20 19 17 12 16 21 19 19 11 14 16 11 12 14 16 7 13 16 16 20 11 12 12 14 13 18 15 10 9 7 11 15 12 7 11 13 11 9 12 7 13 6 10 4 11 6 4 12 12 4 10 8 15 15 8 7 7 3 6 8 8 6 5 5 7 6 4 12 9 9 6 6 5 5 5 3 4 6 5 2 4 4 6 3 1 3 10 5 7 8 3 5 5 4 4 5 3 2 2 4 4 3 6 5 4 9 1 4 8 6 5 7 7 3 1 4 2 4 4 3 3 6 4 6 3 5 4 6 4 2 3 2 4 4 1 5 5 1 6 5 4 7 3 2 3 6 1 4 2 3 2 3 6 4 1 4 4 4 2 2 4 2 4 3 3 3 2 4 1 3 3 3 3 2 1 2 4 1 4 5 3 4 3 5 2 1 5 1 4 7 1 2 3 4 0 3 1 3 1 0 3 0 3 3 3 3 1 5 5 1 2 0 0 2 1 2 2 1 2 0 5 0 4 3 2 4 2 1 1 0 8 5
Error: 0.371893
Pion Efficiency: 0.312418
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
 6 5 1 1 1 0 1 0 1 1 1 3 2 0 2 3 0 0 1 1 0 4 1 5 2 2 1 0 0 1 1 0 1 1 1 1 1 1 3 2 1 0 4 2 0 2 1 3 1 0 3 2 1 0 0 2 0 0 1 1 0 1 3 2 3 0 1 1 0 0 2 1 3 1 0 1 0 0 0 1 1 1 1 0 2 1 2 0 1 0 1 1 0 1 0 1 1 0 1 0 1 0 2 1 1 2 0 2 1 2 0 1 2 2 2 1 2 0 2 5 0 0 0 1 1 1 2 3 0 1 0 0 1 1 4 0 1 3 1 2 1 2 0 0 0 4 1 1 2 1 0 3 2 2 2 4 3 2 2 1 0 1 1 4 4 3 3 2 1 2 3 1 2 0 1 3 1 1 1 2 2 5 2 1 4 3 3 3 1 3 4 3 2 2 3 4 1 3 2 2 3 2 6 2 3 3 6 3 4 2 4 1 8 1 5 4 3 8 0 1 5 3 4 3 3 3 2 6 2 2 1 1 6 8 6 8 6 1 6 2 2 9 4 4 6 6 4 3 8 8 5 11 6 4 15 7
Pion Histogram
 39 17 11 14 13 5 10 12 6 11 4 11 7 4 5 9 6 7 2 4 5 1 7 5 5 2 4 5 3 8 6 5 3 3 6 3 1 0 4 2 3 4 5 6 2 2 1 1 4 1 2 3 1 1 2 3 2 5 4 2 1 1 2 2 0 0 4 0 2 6 2 1 2 2 4 1 3 2 1 1 1 2 4 3 0 4 3 1 1 4 1 4 1 0 0 3 5 1 0 1 3 5 0 0 1 1 2 1 2 0 1 4 2 1 1 1 0 1 0 2 4 5 2 2 2 0 1 1 1 2 3 2 2 0 0 2 0 3 0 0 1 1 1 0 0 0 0 1 1 1 1 0 1 0 1 0 0 1 1 1 1 1 1 0 0 2 2 1 3 0 2 0 2 0 0 0 3 1 1 1 1 1 1 0 0 1 0 0 2 1 1 0 1 2 0 2 0 1 0 1 0 0 2 3 0 2 0 1 2 2 1 0 1 1 3 0 1 1 0 0 1 0 1 4 2 1 1 0 0 0 0 1 1 0 0 3 3 0 0 0 2 0 1 0 0 0 2 1 0 4 1 1 0 0 7 1
Error: 0.431509
Pion Efficiency: 0.528897
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
 14 7 4 4 4 4 3 5 2 2 6 3 5 1 5 6 2 3 4 2 3 6 5 8 6 5 4 4 3 3 6 3 3 4 2 4 4 6 6 3 1 0 9 8 2 3 4 6 5 4 7 3 3 2 3 7 2 2 4 3 1 2 10 7 10 5 1 5 2 1 5 7 4 6 3 7 5 2 5 5 7 4 5 5 9 4 4 5 6 3 3 2 5 6 5 3 2 1 12 6 4 4 4 3 5 6 5 6 5 8 7 1 5 7 8 6 8 7 10 10 4 4 3 7 3 2 7 10 6 10 10 5 4 5 7 4 8 8 8 14 8 6 3 5 7 8 6 7 8 6 5 13 10 13 10 11 14 8 6 7 11 8 14 12 14 12 10 11 18 7 11 11 14 11 9 10 12 12 12 7 10 15 6 14 9 12 10 14 9 12 15 13 16 11 18 15 12 14 15 10 22 9 20 18 13 24 21 16 26 16 10 13 19 13 19 20 12 23 19 18 23 14 17 21 19 21 20 20 20 20 16 12 26 24 22 19 32 19 26 24 27 29 22 27 30 40 33 35 41 41 35 43 42 29 82 34
Pion Histogram
 167 79 90 70 80 50 49 46 41 49 42 41 33 32 36 33 31 40 33 29 23 35 21 27 25 21 21 17 19 29 25 24 14 17 22 14 13 14 20 9 16 20 21 26 13 14 13 15 17 19 17 13 10 8 13 18 14 12 15 15 12 10 14 9 13 6 14 4 13 12 6 13 14 6 14 9 18 17 9 8 8 5 10 11 8 10 8 6 8 10 5 16 10 9 6 9 10 6 5 4 7 11 5 2 5 5 8 4 3 3 11 9 9 9 4 6 5 5 4 7 7 7 4 6 6 3 7 6 5 11 4 6 10 6 5 9 7 6 1 4 3 5 5 3 3 6 4 7 4 6 5 6 5 2 4 2 4 5 2 6 6 2 7 5 4 9 5 3 6 6 3 4 4 3 2 3 9 5 2 5 5 5 3 2 4 3 4 3 5 4 3 4 2 5 3 5 3 3 1 3 4 1 6 8 3 6 3 6 4 3 6 1 5 8 4 2 4 5 0 3 2 3 2 4 5 1 4 3 3 3 1 6 6 1 2 3 3 2 1 2 4 1 3 0 5 0 6 4 2 8 3 2 1 0 15 6
Error: 0.384558
Pion Efficiency: 0.362875
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