Training Results 

Train Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	ALL.BCR..	ALL.E2A..	ALL.MLL..	ALL.T....	ALL.TEL..	Brier score
BCR.ABL.Hyperdip.R5	ALL.BCR..	ALL.BCR..	   	 H 	0.986	0	0	1	0.91	0.015	0.017	0.016	0.045	0.0081
BCR.ABL..2	ALL.BCR..	ALL.BCR..	   	 H 	0.987	0	0	1	0.91	0.034	0.0083	0.021	0.022	0.0081
BCR.ABL..3	ALL.BCR..	ALL.BCR..	   	 H 	0.994	0	0	1	0.94	0.0093	0.02	0.021	0.011	0.0036
BCR.ABL.R3	ALL.BCR..	ALL.BCR..	   	 H 	0.99	0	0	1	0.92	0.023	0.011	0.03	0.012	0.0064
BCR.ABL.C1	ALL.BCR..	ALL.BCR..	   	 H 	0.975	0	0	1	0.88	0.031	0.016	0.062	0.015	0.014
BCR.ABL.R1	ALL.BCR..	ALL.BCR..	   	 H 	0.987	0	0	1	0.91	0.026	0.018	0.037	0.011	0.0081
BCR.ABL.R2	ALL.BCR..	ALL.BCR..	   	 H 	0.974	0	0	1	0.88	0.015	0.018	0.072	0.019	0.014
BCR.ABL..4	ALL.BCR..	ALL.BCR..	   	 H 	0.996	0	0	1	0.95	0.016	0.0096	0.014	0.014	0.0025
BCR.ABL..5	ALL.BCR..	ALL.BCR..	   	 H 	0.996	0	0	1	0.95	0.013	0.0091	0.015	0.013	0.0025
BCR.ABL..6	ALL.BCR..	ALL.BCR..	   	 H 	0.994	0	0	1	0.94	0.015	0.0087	0.023	0.011	0.0036
BCR.ABL..7	ALL.BCR..	ALL.BCR..	   	 H 	0.992	0	0	1	0.93	0.02	0.011	0.03	0.012	0.0049
BCR.ABL.Hyperdip..10	ALL.BCR..	ALL.BCR..	   	 H 	0.987	0	0	1	0.91	0.013	0.016	0.016	0.044	0.0081
BCR.ABL..8	ALL.BCR..	ALL.BCR..	   	 H 	0.992	0	0	1	0.93	0.032	0.013	0.017	0.013	0.0049
BCR.ABL..1	ALL.BCR..	ALL.BCR..	   	 H 	0.775	0	0	1	0.64	0.02	0.13	0.18	0.025	0.13
BCR.ABL..9	ALL.BCR..	ALL.BCR..	   	 H 	0.934	0	0	1	0.8	0.087	0.022	0.03	0.064	0.04
E2A.PBX1.2M.1	ALL.E2A..	ALL.E2A..	   	 H 	0.922	0	0	1	0.084	0.78	0.061	0.053	0.017	0.048
E2A.PBX1.C6	ALL.E2A..	ALL.E2A..	   	 H 	0.973	0	0	1	0.043	0.87	0.035	0.023	0.031	0.017
E2A.PBX1.R1	ALL.E2A..	ALL.E2A..	   	 H 	0.968	0	0	1	0.053	0.86	0.037	0.032	0.022	0.02
E2A.PBX1.C9	ALL.E2A..	ALL.E2A..	   	 H 	0.965	0	0	1	0.041	0.85	0.037	0.04	0.031	0.023
E2A.PBX1.C10	ALL.E2A..	ALL.E2A..	   	 H 	0.941	0	0	1	0.08	0.81	0.041	0.042	0.032	0.036
E2A.PBX1.C11	ALL.E2A..	ALL.E2A..	   	 H 	0.964	0	0	1	0.056	0.85	0.032	0.034	0.029	0.023
E2A.PBX1.C12	ALL.E2A..	ALL.E2A..	   	 H 	0.965	0	0	1	0.051	0.85	0.026	0.042	0.027	0.023
E2A.PBX1.C4	ALL.E2A..	ALL.E2A..	   	 H 	0.973	0	0	1	0.042	0.87	0.03	0.029	0.033	0.017
E2A.PBX1.C5	ALL.E2A..	ALL.E2A..	   	 H 	0.977	0	0	1	0.035	0.88	0.033	0.022	0.034	0.014
E2A.PBX1..5	ALL.E2A..	ALL.E2A..	   	 H 	0.974	0	0	1	0.033	0.87	0.034	0.031	0.028	0.017
E2A.PBX1..9	ALL.E2A..	ALL.E2A..	   	 H 	0.959	0	0	1	0.031	0.84	0.033	0.064	0.028	0.026
E2A.PBX1..10	ALL.E2A..	ALL.E2A..	   	 H 	0.969	0	0	1	0.057	0.86	0.027	0.03	0.023	0.02
E2A.PBX1.C2	ALL.E2A..	ALL.E2A..	   	 H 	0.964	0	0	1	0.031	0.85	0.034	0.051	0.037	0.023
E2A.PBX1.C3	ALL.E2A..	ALL.E2A..	   	 H 	0.969	0	0	1	0.051	0.86	0.039	0.029	0.018	0.02
E2A.PBX1.C7	ALL.E2A..	ALL.E2A..	   	 H 	0.964	0	0	1	0.052	0.85	0.036	0.044	0.021	0.023
E2A.PBX1..12	ALL.E2A..	ALL.E2A..	   	 H 	0.977	0	0	1	0.046	0.88	0.03	0.021	0.023	0.014
E2A.PBX1..6	ALL.E2A..	ALL.E2A..	   	 H 	0.978	0	0	1	0.038	0.88	0.029	0.027	0.024	0.014
E2A.PBX1..13	ALL.E2A..	ALL.E2A..	   	 H 	0.969	0	0	1	0.044	0.86	0.035	0.045	0.02	0.02
MLL.C2	ALL.MLL..	ALL.MLL..	   	 H 	0.958	0	0	1	0.068	0.015	0.84	0.05	0.023	0.026
MLL.C5	ALL.MLL..	ALL.MLL..	   	 H 	0.854	0	0	1	0.12	0.087	0.7	0.056	0.04	0.09
MLL..1	ALL.MLL..	ALL.MLL..	   	 H 	0.984	0	0	1	0.03	0.016	0.9	0.03	0.02	0.01
MLL.R4	ALL.MLL..	ALL.MLL..	   	 H 	0.977	0	0	1	0.049	0.024	0.88	0.021	0.026	0.014
MLL.C6	ALL.MLL..	ALL.MLL..	   	 H 	0.372	0	0	1	0.047	0.41	0.43	0.075	0.035	0.32
MLL.C4	ALL.MLL..	ALL.MLL..	   	 H 	0.594	0	0	1	0.11	0.28	0.52	0.054	0.031	0.23
MLL.C1	ALL.MLL..	ALL.MLL..	   	 H 	0.987	0	0	1	0.024	0.019	0.91	0.031	0.02	0.0081
MLL.R1	ALL.MLL..	ALL.MLL..	   	 H 	0.928	0	0	1	0.036	0.098	0.79	0.032	0.043	0.044
MLL.2M.1	ALL.MLL..	ALL.MLL..	   	 H 	0.984	0	0	1	0.032	0.026	0.9	0.023	0.023	0.01
MLL.2M.2	ALL.MLL..	ALL.MLL..	   	 H 	0.987	0	0	1	0.033	0.018	0.91	0.028	0.014	0.0081
MLL..2	ALL.MLL..	ALL.MLL..	   	 H 	0.977	0	0	1	0.028	0.039	0.88	0.028	0.023	0.014
MLL..3	ALL.MLL..	ALL.MLL..	   	 H 	0.977	0	0	1	0.046	0.017	0.88	0.026	0.032	0.014
MLL..6	ALL.MLL..	ALL.MLL..	   	 H 	0.98	0	0	1	0.05	0.017	0.89	0.031	0.015	0.012
MLL..7	ALL.MLL..	ALL.MLL..	   	 H 	0.957	0	0	1	0.077	0.02	0.84	0.033	0.033	0.026
MLL..8	ALL.MLL..	ALL.MLL..	   	 H 	0.968	0	0	1	0.064	0.028	0.86	0.031	0.015	0.02
MLL.R2	ALL.MLL..	ALL.MLL..	   	 H 	0.981	0	0	1	0.02	0.039	0.89	0.031	0.021	0.012
MLL..5	ALL.MLL..	ALL.MLL..	   	 H 	0.981	0	0	1	0.033	0.016	0.89	0.037	0.025	0.012
MLL.C3	ALL.MLL..	ALL.MLL..	   	 L 	0.276	1	0	0	0.12	0.33	0.35	0.18	0.025	0.42
MLL.R3	ALL.MLL..	ALL.MLL..	   	 H 	0.984	0	0	1	0.033	0.02	0.9	0.032	0.017	0.01
MLL..4	ALL.MLL..	ALL.MLL..	   	 H 	0.984	0	0	1	0.03	0.017	0.9	0.026	0.026	0.01
T.ALL.R5	ALL.T....	ALL.T....	   	 H 	0.977	0	0	1	0.044	0.015	0.038	0.88	0.021	0.014
T.ALL.C11	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.024	0.021	0.01	0.93	0.015	0.0049
T.ALL.C19	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.025	0.025	0.011	0.93	0.013	0.0049
T.ALL.C21	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.032	0.015	0.012	0.93	0.013	0.0049
T.ALL.C7	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.027	0.013	0.015	0.93	0.015	0.0049
T.ALL.C2	ALL.T....	ALL.T....	   	 H 	0.99	0	0	1	0.035	0.014	0.014	0.92	0.013	0.0064
T.ALL.R6	ALL.T....	ALL.T....	   	 H 	0.983	0	0	1	0.046	0.015	0.027	0.9	0.015	0.01
T.ALL.C6	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.021	0.018	0.014	0.93	0.013	0.0049
T.ALL.C15	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.026	0.018	0.0099	0.93	0.016	0.0049
T.ALL..5	ALL.T....	ALL.T....	   	 H 	0.99	0	0	1	0.015	0.024	0.018	0.92	0.024	0.0064
T.ALL..7	ALL.T....	ALL.T....	   	 H 	0.99	0	0	1	0.02	0.023	0.013	0.92	0.02	0.0064
T.ALL..8	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.021	0.024	0.01	0.93	0.018	0.0049
T.ALL..6	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.02	0.024	0.011	0.93	0.017	0.0049
T.ALL..10	ALL.T....	ALL.T....	   	 H 	0.992	0	0	1	0.019	0.019	0.012	0.93	0.019	0.0049
TEL.AML1.C30	ALL.TEL..	ALL.TEL..	   	 H 	0.952	0	0	1	0.082	0.04	0.02	0.032	0.83	0.029
TEL.AML1.C31	ALL.TEL..	ALL.TEL..	   	 H 	0.977	0	0	1	0.039	0.032	0.027	0.026	0.88	0.014
TEL.AML1.C32	ALL.TEL..	ALL.TEL..	   	 H 	0.964	0	0	1	0.065	0.027	0.024	0.03	0.85	0.023
TEL.AML1.C40	ALL.TEL..	ALL.TEL..	   	 H 	0.968	0	0	1	0.058	0.021	0.025	0.036	0.86	0.02
TEL.AML1.R3	ALL.TEL..	ALL.TEL..	   	 H 	0.974	0	0	1	0.041	0.034	0.027	0.026	0.87	0.017
TEL.AML1.C33	ALL.TEL..	ALL.TEL..	   	 H 	0.981	0	0	1	0.032	0.026	0.025	0.028	0.89	0.012
TEL.AML1.C34	ALL.TEL..	ALL.TEL..	   	 H 	0.977	0	0	1	0.035	0.026	0.021	0.037	0.88	0.014
TEL.AML1.C37	ALL.TEL..	ALL.TEL..	   	 H 	0.977	0	0	1	0.049	0.017	0.027	0.029	0.88	0.014
TEL.AML1.C38	ALL.TEL..	ALL.TEL..	   	 H 	0.973	0	0	1	0.047	0.022	0.028	0.037	0.87	0.017
TEL.AML1.2M.1	ALL.TEL..	ALL.TEL..	   	 H 	0.723	0	0	1	0.27	0.032	0.028	0.05	0.62	0.14
TEL.AML1.2M.2	ALL.TEL..	ALL.TEL..	   	 H 	0.978	0	0	1	0.033	0.024	0.03	0.032	0.88	0.014
TEL.AML1.C4	ALL.TEL..	ALL.TEL..	   	 H 	0.964	0	0	1	0.038	0.05	0.031	0.036	0.85	0.023
TEL.AML1.C5	ALL.TEL..	ALL.TEL..	   	 H 	0.959	0	0	1	0.057	0.038	0.027	0.04	0.84	0.026
TEL.AML1.C6	ALL.TEL..	ALL.TEL..	   	 H 	0.974	0	0	1	0.044	0.027	0.028	0.028	0.87	0.017
TEL.AML1.C26	ALL.TEL..	ALL.TEL..	   	 H 	0.939	0	0	1	0.1	0.028	0.024	0.033	0.81	0.036
TEL.AML1.C28	ALL.TEL..	ALL.TEL..	   	 H 	0.973	0	0	1	0.047	0.018	0.023	0.038	0.87	0.017
TEL.AML1..6	ALL.TEL..	ALL.TEL..	   	 H 	0.958	0	0	1	0.034	0.066	0.033	0.032	0.84	0.026
TEL.AML1..9	ALL.TEL..	ALL.TEL..	   	 H 	0.963	0	0	1	0.07	0.027	0.026	0.031	0.85	0.023
TEL.AML1..10	ALL.TEL..	ALL.TEL..	   	 H 	0.953	0	0	1	0.048	0.019	0.038	0.068	0.83	0.029
TEL.AML1..14	ALL.TEL..	ALL.TEL..	   	 H 	0.974	0	0	1	0.039	0.024	0.026	0.036	0.87	0.017


 Brier score (Train) = 
0.03
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
ALL.BCR..	15	0	0	0	0	15	1
ALL.E2A..	18	0	0	0	0	18	1
ALL.MLL..	20	1	0.05	0	0	19	0.95
ALL.T....	14	0	0	0	0	14	1
ALL.TEL..	20	0	0	0	0	20	1
Total	87	1	0.0114942528735632	0	0	86	0.988505747126437


 Confusion Matrix (Train) 

V1	X...no.call	ALL.BCR..	ALL.E2A..	ALL.MLL..	ALL.T....	ALL.TEL..
ALL.BCR..	0	15	0	0	0	0
ALL.E2A..	0	0	18	0	0	0
ALL.MLL..	1	0	0	19	0	0
ALL.T....	0	0	0	0	14	0
ALL.TEL..	0	0	0	0	0	20
