Training Results 

Train Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	AD.	SQ.	Brier score
AD.115T1.A12.1..	AD-	AD-	   	 H 	0.991	0	0	1	0.95	0.046	0.0025
AD.127T1.A14.1	AD-	AD-	   	 H 	0.991	0	0	1	0.95	0.047	0.0025
AD.164t1a.A206.8..	AD-	AD-	   	 H 	0.996	0	0	1	0.97	0.034	9e-04
AD.169t2.A211.8..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.049	0.0025
AD.201t1.A138.4	AD-	AD-	   	 H 	0.993	0	0	1	0.96	0.043	0.0016
AD.208t1.A143.4	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.052	0.0025
AD.252t1.A167.4	AD-	AD-	   	 H 	0.993	0	0	1	0.96	0.043	0.0016
AD.258t1a.A170.4....	AD-	AD-	   	 H 	0.993	0	0	1	0.96	0.044	0.0016
AD.275t1.A95.3	AD-	AD-	   	 H 	0.981	0	0	1	0.93	0.067	0.0049
AD.276t1.dup.b4..A96.3..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.048	0.0025
AD.277t1.A97.3	AD-	AD-	   	 H 	0.993	0	0	1	0.96	0.043	0.0016
AD.296t21.A106.03..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.052	0.0025
AD.301t1.A237.8..	AD-	AD-	   	 H 	0.96	0	0	1	0.9	0.1	0.01
AD.304t1.A240.8	AD-	AD-	   	 H 	0.994	0	0	1	0.96	0.037	0.0016
AD.330t2.A279.10	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.048	0.0025
AD.111T2.A8.1	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.049	0.0025
AD.114T1.A9.1..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.051	0.0025
AD.119t3.A195.8	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.051	0.0025
AD.123T1.A25.1..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.052	0.0025
AD.136t2.A201.8	AD-	AD-	   	 H 	0.993	0	0	1	0.96	0.045	0.0016
AD.162t2.A230.8	AD-	AD-	   	 H 	0.991	0	0	1	0.95	0.047	0.0025
AD.167t1..d.dup..A210.8..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.051	0.0025
AD.170t1.A251.10...	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.052	0.0025
AD.172t2.A213.8..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.051	0.0025
AD.186T1.A27.1	AD-	SQ-	 * 	 H 	0.932	0	1	0	0.13	0.87	0.76
AD.203t1.A140.4..	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.048	0.0025
AD.207t1.A142.4	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.052	0.0025
AD.210t1.A144.4	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.051	0.0025
AD.212t1.A145.4	AD-	AD-	   	 H 	0.99	0	0	1	0.95	0.05	0.0025
SQ.1174.A317.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.07	0.93	0.0049
SQ.1670.A318.5	SQ-	SQ-	   	 H 	0.985	0	0	1	0.061	0.94	0.0036
SQ.2557.A320.5	SQ-	SQ-	   	 H 	0.985	0	0	1	0.063	0.94	0.0036
SQ.2572.A321.5	SQ-	SQ-	   	 H 	0.986	0	0	1	0.058	0.94	0.0036
SQ.2921.A322.5	SQ-	SQ-	   	 H 	0.986	0	0	1	0.057	0.94	0.0036
SQ.3197.A323.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.3529.A324.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.3624.A325.5	SQ-	SQ-	   	 H 	0.985	0	0	1	0.063	0.94	0.0036
SQ.4172.A326.5	SQ-	SQ-	   	 H 	0.986	0	0	1	0.06	0.94	0.0036
SQ.4389.A327.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.5897.A328.5	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.6147.A329.5	SQ-	SQ-	   	 H 	0.986	0	0	1	0.058	0.94	0.0036
SQ.7324.A416.7	SQ-	SQ-	   	 H 	0.984	0	0	1	0.065	0.94	0.0036
SQ.SQ10t1.A362.6	SQ-	SQ-	   	 H 	0.952	0	0	1	0.11	0.89	0.012
SQ.SQ13t1.A364.6	SQ-	SQ-	   	 H 	0.985	0	0	1	0.063	0.94	0.0036
SQ.SQ14t1.A365.6	SQ-	SQ-	   	 H 	0.981	0	0	1	0.068	0.93	0.0049
SQ.SQ20t1.A366.6	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.SQ4t1.A358.6	SQ-	SQ-	   	 H 	0.98	0	0	1	0.071	0.93	0.0049
SQ.SQ5t1.A359.6	SQ-	SQ-	   	 H 	0.985	0	0	1	0.061	0.94	0.0036
SQ.SQ6t1.A360.6	SQ-	SQ-	   	 H 	0.942	0	0	1	0.12	0.88	0.014


 Brier score (Train) = 
0.019
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
AD-	29	0	0	1	0.0344827586206897	28	0.96551724137931
SQ-	20	0	0	0	0	20	1
Total	49	0	0	1	0.0204081632653061	48	0.979591836734694


 Confusion Matrix (Train) 

V1	AD.	SQ.
AD-	28	1
SQ-	0	20
