Training Results 

Train Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	AD.	SQ.	NL.	Brier score
AD.115T1.A12.1..	AD-	AD-	   	 H 	0.992	0	0	1	0.94	0.039	0.023	0.0036
AD.127T1.A14.1	AD-	AD-	   	 H 	0.989	0	0	1	0.93	0.04	0.027	0.0049
AD.164t1a.A206.8..	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.025	0.017	0.0016
AD.169t2.A211.8..	AD-	AD-	   	 H 	0.995	0	0	1	0.95	0.029	0.017	0.0025
AD.201t1.A138.4	AD-	AD-	   	 H 	0.995	0	0	1	0.95	0.027	0.019	0.0025
AD.208t1.A143.4	AD-	AD-	   	 H 	0.994	0	0	1	0.95	0.031	0.017	0.0025
AD.252t1.A167.4	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.024	0.017	0.0016
AD.258t1a.A170.4....	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.025	0.018	0.0016
AD.275t1.A95.3	AD-	AD-	   	 H 	0.988	0	0	1	0.93	0.052	0.022	0.0049
AD.276t1.dup.b4..A96.3..	AD-	AD-	   	 H 	0.991	0	0	1	0.94	0.04	0.022	0.0036
AD.277t1.A97.3	AD-	AD-	   	 H 	0.995	0	0	1	0.95	0.026	0.021	0.0025
AD.296t21.A106.03..	AD-	AD-	   	 H 	0.991	0	0	1	0.94	0.041	0.023	0.0036
AD.301t1.A237.8..	AD-	AD-	   	 H 	0.992	0	0	1	0.94	0.04	0.02	0.0036
AD.304t1.A240.8	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.023	0.016	0.0016
AD.330t2.A279.10	AD-	AD-	   	 H 	0.995	0	0	1	0.95	0.028	0.018	0.0025
AD.111T2.A8.1	AD-	AD-	   	 H 	0.991	0	0	1	0.94	0.041	0.024	0.0036
AD.114T1.A9.1..	AD-	AD-	   	 H 	0.994	0	0	1	0.95	0.035	0.02	0.0025
AD.119t3.A195.8	AD-	AD-	   	 H 	0.992	0	0	1	0.94	0.035	0.024	0.0036
AD.123T1.A25.1..	AD-	AD-	   	 H 	0.992	0	0	1	0.94	0.039	0.023	0.0036
AD.131T1.A15.A200.1.	AD-	SQ-	 * 	 H 	0.94	0	1	0	0.13	0.85	0.018	0.72
AD.136t2.A201.8	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.027	0.017	0.0016
AD.162t2.A230.8	AD-	AD-	   	 H 	0.994	0	0	1	0.95	0.03	0.018	0.0025
AD.167t1..d.dup..A210.8..	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.027	0.016	0.0016
AD.170t1.A251.10...	AD-	AD-	   	 H 	0.991	0	0	1	0.94	0.041	0.024	0.0036
AD.172t2.A213.8..	AD-	AD-	   	 H 	0.994	0	0	1	0.95	0.031	0.017	0.0025
AD.186T1.A27.1	AD-	AD-	   	 H 	0.336	0	0	1	0.52	0.46	0.02	0.23
AD.203t1.A140.4..	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.026	0.017	0.0016
AD.207t1.A142.4	AD-	AD-	   	 H 	0.991	0	0	1	0.94	0.041	0.024	0.0036
AD.210t1.A144.4	AD-	AD-	   	 H 	0.995	0	0	1	0.95	0.029	0.016	0.0025
AD.212t1.A145.4	AD-	AD-	   	 H 	0.996	0	0	1	0.96	0.025	0.015	0.0016
SQ.1174.A317.5	SQ-	SQ-	   	 H 	0.989	0	0	1	0.046	0.93	0.022	0.0049
SQ.1670.A318.5	SQ-	SQ-	   	 H 	0.976	0	0	1	0.072	0.9	0.026	0.01
SQ.2557.A320.5	SQ-	SQ-	   	 H 	0.981	0	0	1	0.06	0.91	0.026	0.0081
SQ.2572.A321.5	SQ-	SQ-	   	 H 	0.991	0	0	1	0.043	0.94	0.018	0.0036
SQ.2921.A322.5	SQ-	SQ-	   	 H 	0.994	0	0	1	0.033	0.95	0.019	0.0025
SQ.3197.A323.5	SQ-	SQ-	   	 H 	0.976	0	0	1	0.072	0.9	0.028	0.01
SQ.3529.A324.5	SQ-	SQ-	   	 H 	0.985	0	0	1	0.056	0.92	0.024	0.0064
SQ.3624.A325.5	SQ-	SQ-	   	 H 	0.992	0	0	1	0.036	0.94	0.02	0.0036
SQ.4172.A326.5	SQ-	SQ-	   	 H 	0.985	0	0	1	0.056	0.92	0.025	0.0064
SQ.4389.A327.5	SQ-	SQ-	   	 H 	0.991	0	0	1	0.043	0.94	0.018	0.0036
SQ.5897.A328.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.07	0.91	0.023	0.0081
SQ.6147.A329.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.07	0.91	0.023	0.0081
SQ.7324.A416.7	SQ-	SQ-	   	 H 	0.977	0	0	1	0.071	0.9	0.025	0.01
SQ.SQ10t1.A362.6	SQ-	SQ-	   	 H 	0.747	0	0	1	0.28	0.7	0.022	0.09
SQ.SQ13t1.A364.6	SQ-	SQ-	   	 H 	0.996	0	0	1	0.027	0.96	0.017	0.0016
SQ.SQ14t1.A365.6	SQ-	SQ-	   	 H 	0.991	0	0	1	0.041	0.94	0.021	0.0036
SQ.SQ20t1.A366.6	SQ-	SQ-	   	 H 	0.996	0	0	1	0.027	0.96	0.018	0.0016
SQ.SQ4t1.A358.6	SQ-	SQ-	   	 H 	0.977	0	0	1	0.071	0.9	0.025	0.01
SQ.SQ5t1.A359.6	SQ-	SQ-	   	 H 	0.981	0	0	1	0.064	0.91	0.027	0.0081
SQ.SQ6t1.A360.6	SQ-	SQ-	   	 H 	0.543	0	0	1	0.38	0.6	0.02	0.16
NL.1179.A408.7	NL-	NL-	   	 H 	0.989	0	0	1	0.036	0.031	0.93	0.0049
NL.1675.A409.7	NL-	NL-	   	 H 	0.973	0	0	1	0.059	0.048	0.89	0.012
NL.1698.A410.7	NL-	NL-	   	 H 	0.977	0	0	1	0.057	0.046	0.9	0.01
NL.1884.A411.7	NL-	NL-	   	 H 	0.977	0	0	1	0.058	0.047	0.9	0.01
NL.2378.A412.7	NL-	NL-	   	 H 	0.989	0	0	1	0.037	0.032	0.93	0.0049
NL.2562.A413.7	NL-	NL-	   	 H 	0.982	0	0	1	0.05	0.041	0.91	0.0081
NL.268n1.A92.3	NL-	NL-	   	 H 	0.977	0	0	1	0.06	0.045	0.9	0.01
NL.279n1.A98.3	NL-	NL-	   	 H 	0.992	0	0	1	0.031	0.027	0.94	0.0036
NL.3104.A331.6	NL-	NL-	   	 H 	0.982	0	0	1	0.048	0.039	0.91	0.0081
NL.3681.A332.6	NL-	NL-	   	 H 	0.989	0	0	1	0.038	0.032	0.93	0.0049
NL.4083.A333.6	NL-	NL-	   	 H 	0.989	0	0	1	0.039	0.033	0.93	0.0049
NL.4353.A334.6	NL-	NL-	   	 H 	0.973	0	0	1	0.059	0.048	0.89	0.012
NL.504.A407..7	NL-	NL-	   	 H 	0.989	0	0	1	0.037	0.03	0.93	0.0049
NL.6084.A335.6	NL-	NL-	   	 H 	0.989	0	0	1	0.039	0.033	0.93	0.0049
NL.6853.A336.6	NL-	NL-	   	 H 	0.985	0	0	1	0.045	0.038	0.92	0.0064
NL.6943.A337.6	NL-	NL-	   	 H 	0.978	0	0	1	0.052	0.043	0.9	0.01
NL.7530.A338.6	NL-	NL-	   	 H 	0.973	0	0	1	0.06	0.046	0.89	0.012


 Brier score (Train) = 
0.023
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
AD-	30	0	0	1	0.0333333333333333	29	0.966666666666667
NL-	17	0	0	0	0	17	1
SQ-	20	0	0	0	0	20	1
Total	67	0	0	1	0.0149253731343284	66	0.985074626865672


 Confusion Matrix (Train) 

V1	AD.	NL.	SQ.
AD-	29	0	1
NL-	0	17	0
SQ-	0	0	20
