==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	198	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	222	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	179	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	161	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	131	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	93	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	71	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	120	0

Pion Histogram
	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	27	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	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	74	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	112	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	142	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	259	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	415	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	378	0

Error: 0.596539
Pion Efficiency: 0.501101
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	62	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	55	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	35	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	40	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	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	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	17	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
	5	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	8	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	16	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	22	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	44	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	66	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	101	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	110	0

Error: 0.604782
Pion Efficiency: 0.527731
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	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	290	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	274	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	200	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	183	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	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	111	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	85	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	150	0

Pion Histogram
	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	34	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	60	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	119	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	131	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	257	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	325	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	410	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	516	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	488	0

Error: 0.598197
Pion Efficiency: 0.506629
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	435	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	260	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	173	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	132	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	85	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	54	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	42	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	30	0

Pion Histogram
	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	64	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	99	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	99	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	130	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	167	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	189	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	274	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	323	0

Error: 0.569665
Pion Efficiency: 0.385632
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	85	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	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	31	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	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	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	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

Pion Histogram
	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	19	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	36	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	52	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	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	67	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	72	0

Error: 0.601408
Pion Efficiency: 0.499162
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	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	466	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	258	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	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	111	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	97	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	53	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	36	0

Pion Histogram
	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	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	123	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	130	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	165	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	214	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	235	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	339	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	395	0

Error: 0.576155
Pion Efficiency: 0.392882
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	241	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	257	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	173	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	126	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	87	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	75	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	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	126	4

Pion Histogram
	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	39	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	66	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	85	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	155	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	210	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	263	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	370	11

Error: 0.591842
Pion Efficiency: 0.561411
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	75	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	55	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	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	19	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	20	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	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	31	0

Pion 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	8	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	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	30	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	36	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	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	64	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	96	5

Error: 0.603815
Pion Efficiency: 0.475439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	313	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	335	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	217	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	155	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	109	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	93	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	65	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	157	4

Pion Histogram
	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	47	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	71	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	113	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	135	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	216	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	286	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	441	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	466	16

Error: 0.594256
Pion Efficiency: 0.563852
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	301	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	296	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	206	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	138	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	70	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	40	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	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	0

Pion Histogram
	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	58	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	85	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	112	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	129	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	163	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	206	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	291	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	446	0

Error: 0.566573
Pion Efficiency: 0.355144
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	100	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	53	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	39	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	24	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	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	10	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	14	0

Pion Histogram
	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	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	17	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	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	28	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	36	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	39	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	68	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	114	0

Error: 0.57409
Pion Efficiency: 0.427256
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	386	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	374	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	259	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	177	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	94	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	71	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	50	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	50	0

Pion Histogram
	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	70	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	102	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	135	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	157	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	199	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	245	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	359	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	560	0

Error: 0.568084
Pion Efficiency: 0.356246
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 9
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	1	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	306	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	246	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	143	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	105	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	67	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	55	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	40	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	28	0

Pion Histogram
	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	44	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	72	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	87	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	111	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	149	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	209	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	321	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	494	0

Error: 0.554888
Pion Efficiency: 0.370226
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	75	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	73	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	49	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	22	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	18	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	11	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	6	0

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	16	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	21	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	26	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	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	42	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	74	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	111	0

Error: 0.576103
Pion Efficiency: 0.41637
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	1	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	381	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	319	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	192	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	127	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	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	69	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	34	0

Pion 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	60	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	85	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	116	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	137	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	188	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	251	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	311	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	395	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	605	0

Error: 0.559196
Pion Efficiency: 0.379274
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 10
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	336	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	315	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	280	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	186	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	121	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	96	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	73	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	41	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	38	0

Pion Histogram
	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	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	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	97	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	123	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	161	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	240	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	363	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	413	0

Error: 0.562456
Pion Efficiency: 0.373812
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	77	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	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	48	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	36	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	24	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	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

Pion Histogram
	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	15	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	6	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	23	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	41	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	50	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	72	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	103	0

Error: 0.562576
Pion Efficiency: 0.393116
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	426	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	392	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	352	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	230	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	152	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	115	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	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	54	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	48	0

Pion Histogram
	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	54	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	88	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	128	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	146	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	202	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	290	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	435	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	516	0

Error: 0.56248
Pion Efficiency: 0.37753
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 11
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	534	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	290	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	156	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	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	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	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	33	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	25	0

Pion Histogram
	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	80	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	121	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	117	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	135	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	156	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	177	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	256	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	345	0

Error: 0.5682
Pion Efficiency: 0.351892
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	87	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	48	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	29	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	20	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	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	13	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	9	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10	0

Pion Histogram
	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	26	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	28	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	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	32	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	38	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	65	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	87	3

Error: 0.602749
Pion Efficiency: 0.442681
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	672	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	522	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	274	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	136	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	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	43	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	40	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	35	0

Pion Histogram
	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	106	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	149	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	144	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	177	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	188	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	217	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	265	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	432	3

Error: 0.575276
Pion Efficiency: 0.358688
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 12
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	29	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	356	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	227	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	193	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	129	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	96	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	67	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	44	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

Pion Histogram
	4	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	37	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	61	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	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	91	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	140	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	192	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	343	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	586	1

Error: 0.545948
Pion Efficiency: 0.323968
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	1	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	65	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	42	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	32	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	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	16	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	14	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17	0

Pion Histogram
	3	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	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	14	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	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	28	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	45	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	60	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	147	0

Error: 0.603392
Pion Efficiency: 0.459184
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	30	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	396	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	226	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	217	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	128	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	92	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	86	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	59	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	58	0

Pion Histogram
	7	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	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	75	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	111	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	135	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	207	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	316	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	410	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	733	1

Error: 0.557913
Pion Efficiency: 0.336008
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 13
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	4	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	399	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	202	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	142	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	87	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	63	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	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	34	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	26	4

Pion Histogram
	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	57	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	64	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	89	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	92	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	136	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	250	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	307	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	513	33

Error: 0.542244
Pion Efficiency: 0.299824
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	2	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	76	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	55	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	39	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	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	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	12	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	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	13	1

Pion Histogram
	1	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	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	21	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	22	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	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	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	42	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	69	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	143	3

Error: 0.59528
Pion Efficiency: 0.39966
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	6	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	475	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	257	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	181	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	101	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	81	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	55	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	39	5

Pion Histogram
	1	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	77	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	85	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	111	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	117	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	172	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	247	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	376	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	656	36

Error: 0.55326
Pion Efficiency: 0.36776
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 14
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	355	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	253	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	191	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	131	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	81	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	57	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	52	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	57	0

Pion Histogram
	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	52	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	66	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	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	125	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	193	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	337	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	666	1

Error: 0.547971
Pion Efficiency: 0.375165
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	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	52	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	35	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	22	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	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	13	0

Pion Histogram
	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	5	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	16	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	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	21	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	26	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	66	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	168	2

Error: 0.573404
Pion Efficiency: 0.37138
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	437	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	372	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	261	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	190	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	142	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	96	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	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	68	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	70	0

Pion Histogram
	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	32	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	77	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	88	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	122	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	165	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	247	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	416	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	834	3

Error: 0.553152
Pion Efficiency: 0.374389
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 15
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	17	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	278	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	180	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	177	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	112	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	76	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	67	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	1

Pion Histogram
	2	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	29	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	66	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	66	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	82	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	157	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	279	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	344	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	700	17

Error: 0.546966
Pion Efficiency: 0.344512
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	5	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	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	35	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	28	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	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	22	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	20	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	21	6

Pion Histogram
	1	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	8	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	13	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	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	21	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	43	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	62	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	182	1

Error: 0.594033
Pion Efficiency: 0.442105
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	22	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	370	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	270	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	246	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	188	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	135	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	98	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	87	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	67	7

Pion Histogram
	3	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	33	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	55	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	100	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	125	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	137	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	215	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	417	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	882	18

Error: 0.5567
Pion Efficiency: 0.346476
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 16
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	2	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	245	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	218	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	144	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	130	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	87	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	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	68	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	56	0

Pion Histogram
	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	21	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	47	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	59	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	71	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	102	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	205	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	395	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	704	2

Error: 0.552133
Pion Efficiency: 0.310179
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	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	40	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	33	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	33	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	22	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	20	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	23	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0

Pion Histogram
	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	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	18	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	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	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	38	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	77	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	180	0

Error: 0.586109
Pion Efficiency: 0.377816
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	356	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	285	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	228	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	175	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	136	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	109	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	81	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	68	0

Pion Histogram
	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	58	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	63	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	91	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	110	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	180	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	329	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	884	2

Error: 0.559095
Pion Efficiency: 0.323796
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 17
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	7	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	312	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	231	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	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	115	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	67	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	57	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	48	0

Pion Histogram
	1	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	32	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	52	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	84	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	85	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	127	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	171	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	359	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	621	0

Error: 0.544509
Pion Efficiency: 0.304367
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	2	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	67	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	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	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	28	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	29	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	18	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	12	0

Pion Histogram
	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	14	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	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	15	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	29	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	48	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	77	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	166	0

Error: 0.567828
Pion Efficiency: 0.385417
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	392	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	379	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	284	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	191	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	143	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	83	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	70	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	60	0

Pion Histogram
	1	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	46	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	66	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	101	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	108	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	156	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	219	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	328	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	436	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	787	0

Error: 0.549252
Pion Efficiency: 0.308444
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 18
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	7	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	327	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	242	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	153	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	95	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	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	51	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	45	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	42	0

Pion Histogram
	1	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	34	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	73	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	90	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	80	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	113	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	162	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	335	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	656	21

Error: 0.53816
Pion Efficiency: 0.308529
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	2	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	77	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	51	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	38	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	27	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	14	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	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	21	2

Pion Histogram
	1	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	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	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	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	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	45	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	43	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	180	3

Error: 0.595564
Pion Efficiency: 0.477113
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	9	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	404	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	345	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	211	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	187	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	107	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	86	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	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	63	2

Pion Histogram
	2	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	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	90	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	109	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	100	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	139	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	207	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	296	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	406	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	836	24

Error: 0.550122
Pion Efficiency: 0.309839
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 19
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	5	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	357	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	191	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	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	76	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	53	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	40	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	28	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	35	1

Pion Histogram
	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	44	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	72	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	81	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	88	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	150	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	186	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	322	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	542	8

Error: 0.534613
Pion Efficiency: 0.301567
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	1	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	92	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	38	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	18	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	13	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	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	18	0

Pion Histogram
	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	22	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	20	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	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	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	32	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	48	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	130	1

Error: 0.598202
Pion Efficiency: 0.408451
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	637	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	449	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	238	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	184	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	94	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	66	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	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	38	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	53	1

Pion Histogram
	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	68	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	92	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	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	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	191	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	231	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	402	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	672	9

Error: 0.547923
Pion Efficiency: 0.375087
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 20
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	35	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	487	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	336	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	187	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	130	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	101	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	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	54	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	28	1

Pion Histogram
	7	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	55	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	54	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	72	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	88	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	158	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	202	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	313	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	552	18

Error: 0.537659
Pion Efficiency: 0.286151
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	7	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	84	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	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	32	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	12	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	21	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	10	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	22	4

Pion Histogram
	5	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	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	17	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	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	24	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	38	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	74	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	136	6

Error: 0.59121
Pion Efficiency: 0.487002
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	42	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	584	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	333	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	172	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	154	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	81	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	71	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	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	50	5

Pion Histogram
	12	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	74	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	71	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	90	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	112	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	186	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	242	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	393	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	688	24

Error: 0.54879
Pion Efficiency: 0.354501
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 21
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	52	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	314	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	232	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	130	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	72	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	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	36	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	1

Pion Histogram
	4	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	62	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	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	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	103	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	164	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	188	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	305	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	648	14

Error: 0.529778
Pion Efficiency: 0.270446
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	11	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	80	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	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	38	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	21	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	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	7	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	31	0

Pion Histogram
	4	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	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	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	21	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	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	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	45	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	140	5

Error: 0.618732
Pion Efficiency: 0.477477
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	63	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	394	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	285	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	143	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	88	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	62	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	54	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	67	1

Pion Histogram
	8	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	61	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	92	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	94	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	127	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	198	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	266	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	367	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	788	19

Error: 0.548726
Pion Efficiency: 0.349616
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 22
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	13	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	370	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	231	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	140	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	93	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	56	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	60	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	32	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	2

Pion Histogram
	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	43	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	78	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	92	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	117	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	154	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	235	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1	359	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	524	23

Error: 0.537953
Pion Efficiency: 0.294732
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	4	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	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	61	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	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	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	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	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	21	2

Pion Histogram
	2	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	18	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	22	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	24	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	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	35	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	55	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	116	6

Error: 0.605055
Pion Efficiency: 0.455185
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	17	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	459	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	292	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	187	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	120	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	80	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	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	47	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	48	4

Pion Histogram
	2	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	86	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	100	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	116	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	148	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	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	290	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	1	440	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	640	29

Error: 0.552029
Pion Efficiency: 0.362526
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 23
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	32	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	434	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	303	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	161	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	106	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	43	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	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	54	4

Pion Histogram
	2	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	49	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	58	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	66	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	72	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	125	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	195	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	285	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	718	36

Error: 0.529312
Pion Efficiency: 0.31114
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	7	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	89	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	50	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	25	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	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	13	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	26	7

Pion Histogram
	4	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	17	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	19	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	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	33	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	46	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	169	4

Error: 0.614809
Pion Efficiency: 0.498239
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	39	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	531	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	371	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	279	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	159	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	93	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	61	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	52	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	80	11

Pion Histogram
	6	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	70	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	76	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	85	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	98	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	152	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	227	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	351	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	887	40

Error: 0.547484
Pion Efficiency: 0.325541
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 24
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	13	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	419	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	243	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	190	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	120	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	91	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	63	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	44	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	45	6

Pion Histogram
	2	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	28	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	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	58	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	95	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	125	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	175	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	329	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	659	41

Error: 0.531521
Pion Efficiency: 0.29738
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	2	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	55	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	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	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	13	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	20	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	18	6

Pion Histogram
	2	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	7	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	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	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	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	20	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	36	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	76	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	171	10

Error: 0.590856
Pion Efficiency: 0.449653
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	15	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	503	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	383	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	298	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	234	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	157	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	110	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	80	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	64	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	63	12

Pion Histogram
	4	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	35	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	68	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	79	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	110	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	145	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	211	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	405	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	830	51

Error: 0.543908
Pion Efficiency: 0.367062
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 25
Number of Outputs: 2
Number of Generations: 100000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
