==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1306	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	398	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	153	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	86	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	68	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	76	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	420	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	354	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	271	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	236	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	219	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	198	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	223	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	343	0

Error: 0.668061
Pion Efficiency: 0.565813
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	316	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	97	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	14	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	109	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	88	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	79	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	67	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	103	0

Error: 0.649348
Pion Efficiency: 0.458472
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1622	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	495	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	185	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	100	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	83	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	53	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	93	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	529	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	442	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	350	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	293	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	286	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	248	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	272	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	446	0

Error: 0.66436
Pion Efficiency: 0.563154
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1438	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	321	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	113	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	27	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	78	2

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	512	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	390	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	268	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	237	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	199	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	172	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	193	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	330	3

Error: 0.662912
Pion Efficiency: 0.507812
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	350	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	88	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	30	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	22	1

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	108	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	98	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	58	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	85	1

Error: 0.669763
Pion Efficiency: 0.574733
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1788	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	409	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	143	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	95	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	60	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	100	3

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	620	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	488	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	327	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	295	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	256	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	218	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	243	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	415	4

Error: 0.664287
Pion Efficiency: 0.500698
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1160	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	429	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	179	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	103	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	82	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	113	1

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	333	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	286	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	230	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	206	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	198	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	245	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	225	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	533	4

Error: 0.672492
Pion Efficiency: 0.554425
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	259	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	92	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	55	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	14	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	11	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	30	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	89	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	63	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	53	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	70	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	54	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	77	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	142	1

Error: 0.655584
Pion Efficiency: 0.547855
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1419	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	521	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	234	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	126	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	102	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	70	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	67	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	143	1

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	422	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	349	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	283	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	263	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	268	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	299	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	302	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	675	5

Error: 0.669143
Pion Efficiency: 0.553036
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	317	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	339	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	157	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	158	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	146	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	211	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	126	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	98	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	66	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	71	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	74	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	81	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	262	30

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	49	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	49	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	53	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	44	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	147	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	102	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	88	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	84	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	112	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	133	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	175	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1139	75

Error: 0.63985
Pion Efficiency: 0.472861
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	85	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	96	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	56	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	40	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	32	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	56	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	13	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	16	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	63	7

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	12	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	14	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	16	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	8	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	36	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	16	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	26	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	291	23

Error: 0.615432
Pion Efficiency: 0.442274
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	402	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	435	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	213	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	198	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	178	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	267	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	158	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	91	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	84	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	79	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	97	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	325	37

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	61	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	61	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	183	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	118	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	109	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	108	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	137	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	159	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	216	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1430	98

Error: 0.635039
Pion Efficiency: 0.466853
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	788	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	357	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	197	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	172	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	127	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	142	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	69	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	26	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	24	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	116	26

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	127	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	135	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	114	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	113	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	148	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	217	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	165	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	127	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	122	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	126	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	139	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	158	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	557	38

Error: 0.613401
Pion Efficiency: 0.554681
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	187	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	65	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	41	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	33	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	36	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	56	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	10	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	17	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	46	3

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	37	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	26	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	21	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	49	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	61	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	28	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	29	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	139	8

Error: 0.637686
Pion Efficiency: 0.667241
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	975	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	422	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	238	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	205	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	163	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	198	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	79	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	54	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	48	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	33	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	162	29

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	164	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	161	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	135	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	136	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	197	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	278	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	156	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	153	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	161	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	186	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	204	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	696	46

Error: 0.618335
Pion Efficiency: 0.548849
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	472	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	441	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	233	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	190	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	186	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	117	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	79	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	56	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	48	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	170	31

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	80	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	84	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	103	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	130	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	155	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	109	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	107	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	103	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	128	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	118	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	189	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	850	62

Error: 0.608787
Pion Efficiency: 0.517105
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	122	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	92	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	57	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	52	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	45	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	19	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	14	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	40	9

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	20	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	31	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	30	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	34	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	39	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	17	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	30	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	28	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	29	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	26	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	206	16

Error: 0.624889
Pion Efficiency: 0.537543
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	594	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	533	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	290	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	242	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	231	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	144	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	101	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	75	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	51	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	59	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	62	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	210	40

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	82	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	111	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	114	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	137	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	169	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	172	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	139	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	135	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	132	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	154	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	149	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	238	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1056	78

Error: 0.612041
Pion Efficiency: 0.521284
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	145	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	300	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	141	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	120	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	106	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	157	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	353	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	198	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	103	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	102	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	64	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	65	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	66	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	199	31

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	22	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	39	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	36	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	41	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	46	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	156	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	139	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	117	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	108	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	131	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	142	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	260	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	947	62

Error: 0.636751
Pion Efficiency: 0.559196
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	47	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	74	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	30	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	88	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	47	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	18	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	17	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	19	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	46	8

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	7	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	8	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	6	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	9	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	29	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	35	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	253	18

Error: 0.631065
Pion Efficiency: 0.433276
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	192	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	374	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	171	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	143	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	133	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	194	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	441	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	245	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	130	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	127	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	82	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	82	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	85	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	245	39

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	29	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	52	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	44	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	53	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	47	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	55	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	168	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	152	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	123	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	165	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	189	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	316	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1200	80

Error: 0.635618
Pion Efficiency: 0.553384
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	476	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	320	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	166	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	155	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	157	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	194	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	109	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	92	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	60	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	77	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	57	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	193	33

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	58	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	55	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	79	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	79	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	133	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	94	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	106	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	132	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	167	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	212	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	939	55

Error: 0.620935
Pion Efficiency: 0.567638
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	127	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	65	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	48	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	42	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	42	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	60	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	36	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	19	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	42	4

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	20	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	14	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	12	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	29	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	29	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	246	10

Error: 0.605129
Pion Efficiency: 0.451499
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	603	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	385	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	214	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	197	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	199	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	254	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	145	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	113	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	75	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	61	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	96	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	69	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	235	37

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	91	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	72	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	65	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	91	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	104	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	162	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	146	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	123	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	141	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	155	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	199	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	267	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1185	65

Error: 0.617805
Pion Efficiency: 0.563852
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	317	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	510	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	202	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	175	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	128	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	160	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	176	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	75	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	53	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	39	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	39	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	153	32

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	50	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	106	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	82	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	68	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	73	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	112	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	186	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	125	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	120	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	119	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	138	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	147	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	198	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	709	55

Error: 0.615696
Pion Efficiency: 0.579545
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	67	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	129	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	46	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	36	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	29	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	62	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	18	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	39	3

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	12	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	20	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	17	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	22	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	26	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	47	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	30	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	178	10

Error: 0.608864
Pion Efficiency: 0.538062
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	384	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	639	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	248	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	218	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	164	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	189	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	238	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	102	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	60	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	192	35

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	62	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	126	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	99	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	93	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	95	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	138	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	233	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	162	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	151	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	149	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	182	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	181	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	243	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	887	65

Error: 0.614335
Pion Efficiency: 0.583043
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	310	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	417	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	195	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	184	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	168	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	194	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	122	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	91	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	64	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	58	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	61	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	177	22

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	47	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	69	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	77	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	80	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	154	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	134	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	94	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	125	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	121	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	181	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	231	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	903	32

Error: 0.616292
Pion Efficiency: 0.497197
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	104	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	109	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	58	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	40	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	47	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	46	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	14	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	19	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	56	3

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	20	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	12	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	14	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	20	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	24	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	31	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	214	10

Error: 0.61934
Pion Efficiency: 0.590494
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	414	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	526	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	253	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	224	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	215	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	240	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	147	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	114	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	78	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	76	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	67	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	71	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	233	25

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	67	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	83	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	83	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	97	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	104	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	185	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	157	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	126	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	152	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	145	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	225	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	283	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1117	42

Error: 0.616902
Pion Efficiency: 0.49686
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	400	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	475	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	232	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	167	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	147	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	176	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	221	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	69	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	47	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	19	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	24	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	107	13

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	66	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	105	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	99	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	110	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	123	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	190	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	334	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	161	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	131	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	127	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	145	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	140	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	347	20

Error: 0.63159
Pion Efficiency: 0.532519
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	97	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	108	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	53	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	37	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	39	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	61	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	61	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	19	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	11	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	21	1

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	31	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	26	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	28	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	84	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	43	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	42	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	37	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	88	4

Error: 0.623307
Pion Efficiency: 0.502609
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	497	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	583	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	285	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	204	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	186	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	237	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	282	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	88	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	58	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	28	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	29	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	28	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	128	14

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	81	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	136	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	125	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	135	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	151	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	227	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	418	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	236	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	203	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	163	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	164	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	183	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	185	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	435	24

Error: 0.629941
Pion Efficiency: 0.526518
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	520	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	318	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	180	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	179	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	176	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	219	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	110	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	69	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	50	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	58	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	51	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	160	21

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	73	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	53	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	90	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	184	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	141	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	114	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	131	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	134	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	173	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	194	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	802	34

Error: 0.608902
Pion Efficiency: 0.549628
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	133	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	76	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	35	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	50	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	19	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	12	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	40	8

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	30	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	23	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	22	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	15	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	14	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	45	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	28	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	194	8

Error: 0.616843
Pion Efficiency: 0.561313
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	653	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	394	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	240	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	222	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	211	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	269	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	133	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	88	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	62	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	68	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	63	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	200	29

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	103	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	76	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	86	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	105	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	114	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	229	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	168	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	150	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	159	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	172	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	220	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	246	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	996	42

Error: 0.610499
Pion Efficiency: 0.551989
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	789	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	255	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	222	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	181	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	155	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	121	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	45	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	40	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	29	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	27	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	146	26

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	126	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	83	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	102	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	125	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	146	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	154	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	127	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	125	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	128	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	158	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	175	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	662	57

Error: 0.607547
Pion Efficiency: 0.540009
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	197	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	47	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	21	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	14	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	9	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	9	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	34	11

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	34	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	31	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	41	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	44	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	29	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	24	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	42	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	165	12

Error: 0.617659
Pion Efficiency: 0.55095
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	986	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	326	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	269	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	234	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	182	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	142	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	95	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	52	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	37	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	35	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	180	37

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	160	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	107	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	127	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	156	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	187	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	198	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	148	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	151	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	167	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	153	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	196	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	220	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	827	69

Error: 0.609583
Pion Efficiency: 0.542219
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	829	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	308	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	217	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	179	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	98	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	93	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	59	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	44	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	39	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	28	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	137	31

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	134	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	102	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	121	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	120	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	110	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	139	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	106	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	102	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	115	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	120	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	147	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	197	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	721	71

Error: 0.600922
Pion Efficiency: 0.507158
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	212	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	57	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	40	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	29	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	12	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	49	10

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	34	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	28	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	26	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	42	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	43	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	30	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	158	11

Error: 0.639539
Pion Efficiency: 0.698752
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	1041	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	371	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	274	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	219	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	127	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	116	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	77	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	51	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	186	41

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	168	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	130	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	147	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	162	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	153	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	166	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	129	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	129	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	183	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	238	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	879	82

Error: 0.608842
Pion Efficiency: 0.517795
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	638	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	275	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	189	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	142	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	191	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	267	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	95	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	40	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	33	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	101	16

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	110	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	83	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	75	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	86	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	140	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	300	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	215	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	193	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	168	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	154	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	161	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	199	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	408	24

Error: 0.616803
Pion Efficiency: 0.518998
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	198	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	58	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	61	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	30	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	71	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	9	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	4

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	22	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	43	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	69	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	46	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	45	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	34	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	47	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	104	3

Error: 0.609798
Pion Efficiency: 0.461818
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	836	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	333	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	250	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	172	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	244	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	338	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	120	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	82	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	48	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	128	20

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	134	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	105	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	102	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	109	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	183	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	369	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	261	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	238	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	202	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	186	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	192	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	246	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	512	27

Error: 0.615408
Pion Efficiency: 0.523726
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	181	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	446	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	266	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	99	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	287	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	211	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	204	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	82	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	132	21

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	11	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	70	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	69	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	48	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	146	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	128	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	202	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	151	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	157	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	147	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	158	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	163	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	200	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	609	36

Error: 0.604651
Pion Efficiency: 0.560784
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	27	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	103	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	74	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	64	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	62	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	55	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	26	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	16	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	15	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	34	6

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	10	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	18	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	26	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	15	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	30	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	23	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	41	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	39	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	41	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	152	9

Error: 0.628184
Pion Efficiency: 0.544658
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	208	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	549	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	340	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	123	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	351	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	273	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	259	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	108	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	89	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	56	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	166	27

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	21	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	88	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	95	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	176	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	151	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	243	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	190	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	198	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	184	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	189	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	206	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	256	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	761	45

Error: 0.609431
Pion Efficiency: 0.557572
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	348	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	417	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	243	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	216	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	226	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	190	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	94	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	60	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	48	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	50	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	142	36

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	49	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	85	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	106	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	138	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	161	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	118	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	123	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	143	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	147	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	229	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	708	67

Error: 0.608411
Pion Efficiency: 0.562527
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	91	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	97	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	61	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	58	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	64	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	16	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	17	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	44	9

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	15	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	17	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	33	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	41	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	38	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	204	14

Error: 0.610491
Pion Efficiency: 0.537653
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	439	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	514	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	304	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	274	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	290	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	227	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	112	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	76	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	65	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	60	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	48	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	186	45

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	86	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	102	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	129	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	171	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	202	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	156	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	160	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	170	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	178	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	182	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	275	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	912	81

Error: 0.608828
Pion Efficiency: 0.557572
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	839	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	329	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	214	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	138	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	109	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	99	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	59	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	45	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	39	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	30	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	144	29

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	152	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	112	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	107	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	123	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	131	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	131	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	109	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	121	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	123	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	114	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	141	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	169	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	716	55

Error: 0.607468
Pion Efficiency: 0.530816
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	221	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	74	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	51	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	20	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	15	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	13	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	17	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	9	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	38	9

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	33	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	33	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	22	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	47	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	30	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	40	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	154	17

Error: 0.62447
Pion Efficiency: 0.613879
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	1060	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	403	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	265	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	175	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	129	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	124	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	74	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	58	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	56	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	39	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	182	38

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	185	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	145	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	129	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	150	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	178	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	161	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	149	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	148	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	137	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	177	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	215	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	870	72

Error: 0.610907
Pion Efficiency: 0.534543
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	252	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	428	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	309	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	209	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	151	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	134	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	158	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	79	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	57	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	29	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	37	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	141	37

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	38	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	77	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	79	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	96	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	94	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	87	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	158	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	122	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	139	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	127	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	182	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	203	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	719	62

Error: 0.605517
Pion Efficiency: 0.572731
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	69	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	99	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	87	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	61	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	30	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	36	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	19	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	17	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	14	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	46	6

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	30	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	26	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	39	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	162	19

Error: 0.625452
Pion Efficiency: 0.589698
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	321	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	527	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	396	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	270	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	181	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	170	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	195	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	98	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	74	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	65	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	53	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	187	43

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	46	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	107	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	103	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	119	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	121	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	113	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	197	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	145	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	156	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	175	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	218	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	253	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	881	81

Error: 0.609556
Pion Efficiency: 0.576064
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	421	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	559	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	284	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	187	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	137	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	124	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	102	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	62	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	30	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	29	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	118	21

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	66	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	134	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	119	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	117	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	165	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	178	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	174	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	148	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	114	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	134	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	125	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	144	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	174	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	445	42

Error: 0.624507
Pion Efficiency: 0.591926
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	102	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	138	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	65	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	52	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	34	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	21	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	11	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	10	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	5

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	14	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	27	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	31	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	34	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	40	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	49	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	54	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	39	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	34	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	29	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	33	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	122	10

Error: 0.614366
Pion Efficiency: 0.49063
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	523	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	697	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	349	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	239	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	171	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	161	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	123	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	30	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	35	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	147	26

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	80	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	161	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	150	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	151	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	205	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	227	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	228	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	187	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	148	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	163	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	158	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	175	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	214	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	567	52

Error: 0.622491
Pion Efficiency: 0.593161
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	108	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	735	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	284	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	214	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	168	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	142	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	134	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	66	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	56	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	27	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	36	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	131	14

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	18	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	113	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	91	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	94	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	106	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	156	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	187	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	147	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	130	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	144	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	157	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	164	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	201	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	510	33

Error: 0.606144
Pion Efficiency: 0.526877
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	28	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	169	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	38	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	34	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	26	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	14	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	12	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	12	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	32	4

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	36	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	20	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	28	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	39	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	35	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	54	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	43	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	144	6

Error: 0.620908
Pion Efficiency: 0.55122
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	136	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	904	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	346	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	257	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	206	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	176	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	160	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	80	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	68	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	163	18

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	27	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	149	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	111	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	122	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	145	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	191	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	241	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	184	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	173	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	182	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	195	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	208	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	245	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	654	39

Error: 0.609126
Pion Efficiency: 0.5321
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	397	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	357	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	222	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	194	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	216	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	210	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	99	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	55	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	157	29

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	87	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	104	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	158	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	126	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	124	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	161	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	1	167	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	229	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	769	51

Error: 0.61043
Pion Efficiency: 0.542121
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	98	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	78	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	52	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	57	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	59	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	11	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	35	6

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	8	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	18	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	17	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	13	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	18	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	47	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	30	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	50	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	37	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	53	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	195	14

Error: 0.604912
Pion Efficiency: 0.48
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	495	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	435	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	274	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	237	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	273	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	269	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	121	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	100	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	70	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	67	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	60	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	192	35

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	79	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	82	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	77	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	122	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	205	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	149	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	158	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	174	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	204	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	1	204	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	282	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	964	65

Error: 0.60933
Pion Efficiency: 0.542568
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	199	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	590	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	278	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	213	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	160	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	145	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	98	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	70	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	45	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	140	49

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	25	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	78	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	69	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	102	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	110	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	122	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	111	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	92	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	114	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	129	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	112	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	166	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	191	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	791	87

Error: 0.594657
Pion Efficiency: 0.535015
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	42	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	148	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	54	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	42	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	15	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	16	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	18	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	51	9

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	29	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	18	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	35	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	44	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	30	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	19	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	26	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	42	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	193	15

Error: 0.636914
Pion Efficiency: 0.633157
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	241	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	738	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	342	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	267	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	202	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	182	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	116	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	85	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	61	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	191	58

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	31	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	107	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	87	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	127	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	137	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	157	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	155	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	122	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	141	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	148	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	138	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	197	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	233	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	984	102

Error: 0.603347
Pion Efficiency: 0.539777
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	35	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	542	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	115	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	112	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	165	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	226	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	246	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	223	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	95	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	56	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	33	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	117	35

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	91	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	27	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	31	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	102	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	136	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	202	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	161	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	159	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	151	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	164	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	181	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	185	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	596	72

Error: 0.607831
Pion Efficiency: 0.551993
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	167	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	29	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	45	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	41	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	59	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	52	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	16	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	35	10

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	27	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	14	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	6	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	21	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	21	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	28	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	56	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	57	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	133	16

Error: 0.618505
Pion Efficiency: 0.630824
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	50	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	709	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	144	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	136	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	210	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	267	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	305	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	275	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	118	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	78	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	61	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	33	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	152	45

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	118	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	41	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	37	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	123	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	164	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	258	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	186	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	205	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	178	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	195	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	231	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	242	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	729	88

Error: 0.609981
Pion Efficiency: 0.549895
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1860	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	306	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1076	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	1197	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.698421
Pion Efficiency: 0.473383
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	446	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	319	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	274	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.695086
Pion Efficiency: 0.537943
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	2306	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	377	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1395	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	1471	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.697755
Pion Efficiency: 0.486741
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1590	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	485	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	63	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	19	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	642	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1286	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	262	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.691334
Pion Efficiency: 0.283444
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	381	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	105	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	14	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	166	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	340	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	72	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	3	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.685645
Pion Efficiency: 0.276206
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	1971	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	590	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	77	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	26	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	17	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	808	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1626	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	334	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	66	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	28	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.690198
Pion Efficiency: 0.281926
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	470	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1055	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	341	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	144	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	79	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	22	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	13	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	89	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	628	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	696	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	488	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	259	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	114	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.681705
Pion Efficiency: 0.610367
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	110	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	290	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	83	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	13	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	17	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	137	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	142	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	131	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	90	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	26	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.686993
Pion Efficiency: 0.537205
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	580	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	1345	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	424	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	190	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	92	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	20	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	106	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	765	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	838	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	619	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	349	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	140	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.682766
Pion Efficiency: 0.596301
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	509	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	243	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	94	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	59	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	399	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	165	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	101	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	74	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	69	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	68	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	80	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	261	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	67	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	56	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	40	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	29	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	211	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	109	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	77	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	83	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	97	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	160	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	262	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1126	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.602094
Pion Efficiency: 0.514027
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	135	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	65	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	19	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	120	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	24	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	17	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	18	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	58	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	14	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	15	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	10	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	39	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	26	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	20	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	39	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	60	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	262	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.596251
Pion Efficiency: 0.522769
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	644	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	308	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	113	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	69	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	519	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	218	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	125	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	91	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	91	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	86	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	100	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	319	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	81	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	71	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	34	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	250	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	146	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	103	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	103	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	119	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	199	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	322	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1388	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.60093
Pion Efficiency: 0.515701
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	845	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	221	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	149	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	150	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	112	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	70	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	62	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	54	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	103	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	256	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	152	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	63	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	107	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	80	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	77	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	54	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	70	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	97	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	141	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	297	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1111	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.597229
Pion Efficiency: 0.516746
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	193	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	36	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	20	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	28	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	19	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	10	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	62	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	37	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	15	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	35	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	19	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	12	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	10	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	21	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	64	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	272	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.616656
Pion Efficiency: 0.520282
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	1038	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	283	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	185	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	193	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	132	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	98	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	80	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	73	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	69	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	86	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	128	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	318	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	189	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	87	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	65	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	142	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	99	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	89	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	64	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	91	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	124	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	172	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	361	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1383	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.601165
Pion Efficiency: 0.517446
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	811	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	272	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	158	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	318	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	108	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	72	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	38	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	55	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	51	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	56	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	87	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	140	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	146	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	89	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	74	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	203	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	111	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	97	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	107	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	113	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	143	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	194	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	442	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	554	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.609554
Pion Efficiency: 0.561813
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	187	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	63	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	39	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	70	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	27	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	15	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	20	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	10	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	10	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	18	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	31	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	23	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	32	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	53	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	23	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	15	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	28	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	31	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	117	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	168	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.614854
Pion Efficiency: 0.519393
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	998	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	335	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	197	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	388	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	135	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	87	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	58	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	65	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	61	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	105	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	183	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	177	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	112	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	106	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	256	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	134	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	112	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	135	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	144	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	174	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	235	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	559	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	722	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.610617
Pion Efficiency: 0.553036
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	323	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	400	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	163	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	121	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	343	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	191	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	172	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	98	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	114	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	244	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	48	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	56	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	44	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	47	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	232	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	122	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	135	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	108	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	159	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1319	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.614667
Pion Efficiency: 0.418943
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	88	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	88	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	38	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	21	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	73	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	52	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	46	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	29	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	16	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	20	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	11	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	74	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	33	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	38	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	36	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	326	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.617531
Pion Efficiency: 0.45302
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	411	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	488	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	201	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	142	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	416	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	243	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	218	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	127	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	138	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	299	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	76	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	54	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	58	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	306	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	155	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	173	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	140	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	195	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1645	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.615241
Pion Efficiency: 0.426029
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	1139	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	181	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	124	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	48	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	253	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	107	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	52	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	31	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	51	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	82	8

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	256	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	104	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	71	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	46	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	205	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	128	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	85	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	85	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	87	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	145	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	277	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	737	52

Error: 0.587968
Pion Efficiency: 0.392888
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	289	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	37	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	21	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	14	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	52	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	13	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	8	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	25	3

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	20	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	12	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	12	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	45	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	49	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	15	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	34	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	80	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	186	11

Error: 0.583285
Pion Efficiency: 0.445578
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	1428	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	218	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	145	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	62	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	305	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	134	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	65	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	52	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	39	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	54	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	63	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	107	11

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	318	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	124	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	83	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	58	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	250	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	177	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	112	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	120	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	102	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	179	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	357	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	923	63

Error: 0.587034
Pion Efficiency: 0.433357
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	490	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	398	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	157	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	110	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	174	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	195	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	118	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	75	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	73	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	69	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	85	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	63	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	92	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	43	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	45	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	106	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	137	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	192	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	128	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	149	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	218	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	249	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	568	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	285	0

Error: 0.590644
Pion Efficiency: 0.41978
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	134	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	87	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	28	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	38	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	41	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	42	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	28	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	21	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	19	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	11	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	15	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	15	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	34	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	52	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	72	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	152	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	83	0

Error: 0.584425
Pion Efficiency: 0.397631
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	624	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	485	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	185	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	135	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	212	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	234	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	237	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	154	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	96	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	101	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	94	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	97	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	29	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	84	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	111	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	54	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	121	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	171	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	244	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	155	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	190	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	267	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	321	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	720	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	368	0

Error: 0.589406
Pion Efficiency: 0.415213
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	330	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	251	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	99	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	142	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	294	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	186	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	341	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	169	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	85	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	65	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	70	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	59	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	40	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	50	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	22	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	95	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	106	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	264	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	194	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	200	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	160	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	227	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	359	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	529	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	0

Error: 0.591618
Pion Efficiency: 0.444106
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	81	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	70	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	23	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	36	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	69	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	44	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	97	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	51	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	12	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	11	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	5	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	13	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	20	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	21	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	60	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	46	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	43	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	45	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	99	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	133	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.577465
Pion Efficiency: 0.33157
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	411	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	321	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	122	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	178	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	363	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	230	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	438	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	220	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	112	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	85	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	81	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	56	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	66	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	52	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	61	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	27	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	115	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	127	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	324	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	240	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	243	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	219	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	272	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	458	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	662	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	0

Error: 0.588814
Pion Efficiency: 0.436846
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	1199	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	193	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	107	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	75	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	77	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	65	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	103	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	95	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	64	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	38	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	44	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	51	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	261	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	118	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	86	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	72	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	95	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	102	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	140	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	147	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	122	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	169	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	168	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	268	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	543	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.605295
Pion Efficiency: 0.445657
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	285	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	47	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	27	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	10	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	13	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	41	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	25	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	14	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	16	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	15	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	70	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	30	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	28	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	22	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	19	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	19	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	51	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	36	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	37	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	73	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	123	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.626332
Pion Efficiency: 0.478261
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	1484	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	240	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	134	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	99	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	87	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	78	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	144	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	120	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	78	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	53	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	51	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	66	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	331	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	148	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	114	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	94	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	114	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	121	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	191	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	183	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	154	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	206	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	203	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	341	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	666	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Error: 0.609561
Pion Efficiency: 0.452198
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 2
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 10000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	518	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	316	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	260	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	231	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	200	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	94	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	156	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	105	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	54	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	45	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	37	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	60	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	85	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	90	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	131	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	121	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	100	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	177	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	169	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	165	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	159	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	176	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	230	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	476	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	153	0

Error: 0.585474
Pion Efficiency: 0.407068
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	125	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	78	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	64	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	52	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	30	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	35	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	22	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	24	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	13	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	10	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	11	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	10	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	22	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	18	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	24	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	37	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	30	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	32	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	42	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	33	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	38	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	36	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	60	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	123	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	32	0

Error: 0.592749
Pion Efficiency: 0.414634
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	643	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	394	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	324	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	291	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	252	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	124	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	191	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	127	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	95	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	67	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	55	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	54	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	47	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	19	0

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	82	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	103	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	114	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	168	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	151	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	132	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	219	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	202	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	203	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	195	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	223	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	290	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	599	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	185	0

Error: 0.586937
Pion Efficiency: 0.408583
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
