Training Results 

Train Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	AML.8.21.	AML.15.17	AML.M7...	AML.MLL..	AML.inv16	Brier score
JD0011.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.973	0	0	1	0.87	0.035	0.045	0.02	0.034	0.017
JD0016.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.968	0	0	1	0.86	0.027	0.035	0.017	0.059	0.02
JD0017.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.957	0	0	1	0.84	0.021	0.039	0.019	0.081	0.026
JD0020.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.931	0	0	1	0.8	0.036	0.031	0.028	0.11	0.04
JD0022.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.981	0	0	1	0.89	0.022	0.032	0.018	0.035	0.012
JD0030.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.964	0	0	1	0.85	0.021	0.043	0.017	0.064	0.023
JD0066.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.984	0	0	1	0.9	0.023	0.029	0.019	0.031	0.01
JD0070.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.972	0	0	1	0.87	0.019	0.032	0.024	0.059	0.017
JD0073.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.973	0	0	1	0.87	0.026	0.046	0.024	0.035	0.017
JD0086.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.974	0	0	1	0.87	0.029	0.039	0.025	0.034	0.017
JD0091.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.932	0	0	1	0.8	0.03	0.033	0.022	0.11	0.04
JD0102.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.879	0	0	1	0.74	0.041	0.039	0.021	0.16	0.068
JD0115.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.968	0	0	1	0.86	0.036	0.022	0.017	0.061	0.02
JD0116.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.959	0	0	1	0.84	0.032	0.037	0.024	0.063	0.026
JD0125.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.98	0	0	1	0.89	0.023	0.042	0.016	0.032	0.012
JD0131.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.932	0	0	1	0.8	0.014	0.067	0.021	0.096	0.04
JD0144.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.403	0	0	1	0.47	0.018	0.036	0.036	0.44	0.28
JD0163.AMD.v5.U133A	AML.8.21.	AML.8.21.	   	 H 	0.969	0	0	1	0.86	0.028	0.049	0.029	0.037	0.02
JD0002.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.98	0	0	1	0.011	0.89	0.038	0.028	0.036	0.012
JD0008.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.92	0	0	1	0.024	0.78	0.069	0.028	0.096	0.048
JD0036.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.98	0	0	1	0.025	0.89	0.043	0.019	0.028	0.012
JD0049.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.98	0	0	1	0.014	0.89	0.046	0.018	0.032	0.012
JD0053.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.952	0	0	1	0.018	0.83	0.087	0.023	0.038	0.029
JD0096.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.984	0	0	1	0.018	0.9	0.023	0.025	0.034	0.01
JD0108.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.963	0	0	1	0.012	0.85	0.031	0.039	0.067	0.023
JD0109.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.984	0	0	1	0.018	0.9	0.031	0.019	0.032	0.01
JD0128.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.981	0	0	1	0.015	0.89	0.043	0.017	0.032	0.012
JD0133.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.962	0	0	1	0.017	0.85	0.07	0.017	0.047	0.023
JD0136.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.984	0	0	1	0.026	0.9	0.033	0.015	0.023	0.01
JD0138.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.984	0	0	1	0.032	0.9	0.031	0.015	0.024	0.01
JD0146.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.987	0	0	1	0.019	0.91	0.025	0.022	0.026	0.0081
JD0147.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.963	0	0	1	0.015	0.85	0.068	0.021	0.042	0.023
JD0148.AMD.v5.U133A	AML.15.17	AML.15.17	   	 H 	0.972	0	0	1	0.014	0.87	0.058	0.021	0.039	0.017
JD0009.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.856	0	0	1	0.026	0.026	0.73	0.024	0.2	0.073
JD0023.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.882	0	0	1	0.017	0.06	0.74	0.024	0.15	0.068
JD0024.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.912	0	0	1	0.02	0.038	0.78	0.025	0.14	0.048
JD0058.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.876	0	0	1	0.019	0.033	0.74	0.038	0.17	0.068
JD0063.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.845	0	0	1	0.02	0.028	0.72	0.025	0.21	0.078
JD0067.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.797	0	0	1	0.03	0.023	0.68	0.024	0.24	0.1
JD0068.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.868	0	0	1	0.012	0.047	0.73	0.037	0.17	0.073
JD0154.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.912	0	0	1	0.019	0.031	0.78	0.028	0.14	0.048
JD0157.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.845	0	0	1	0.05	0.03	0.71	0.023	0.19	0.084
JD0161.AMD.v5.U133A	AML.M7...	AML.M7...	   	 H 	0.861	0	0	1	0.028	0.02	0.73	0.025	0.19	0.073
JD0026.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.788	0	0	1	0.013	0.039	0.037	0.67	0.24	0.11
JD0027.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.984	0	0	1	0.022	0.013	0.027	0.9	0.041	0.01
JD0029.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.686	0	0	1	0.0098	0.02	0.048	0.61	0.31	0.15
JD0031.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.942	0	0	1	0.045	0.022	0.075	0.81	0.045	0.036
JD0037.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.93	0	0	1	0.052	0.056	0.06	0.79	0.047	0.044
JD0040.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.986	0	0	1	0.014	0.016	0.016	0.91	0.046	0.0081
JD0042.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.818	0	0	1	0.058	0.16	0.082	0.67	0.03	0.11
JD0046.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.992	0	0	1	0.014	0.014	0.022	0.93	0.019	0.0049
JD0048.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.974	0	0	1	0.013	0.015	0.017	0.88	0.074	0.014
JD0050.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.992	0	0	1	0.011	0.016	0.023	0.93	0.02	0.0049
JD0051.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.669	0	0	1	0.01	0.021	0.047	0.6	0.32	0.16
JD0054.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.989	0	0	1	0.011	0.016	0.035	0.92	0.02	0.0064
JD0059.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.473	0	0	1	0.016	0.031	0.047	0.5	0.41	0.25
JD0074.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.669	0	0	1	0.14	0.22	0.033	0.56	0.045	0.19
JD0085.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.992	0	0	1	0.012	0.016	0.021	0.93	0.019	0.0049
JD0090.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.992	0	0	1	0.013	0.016	0.024	0.93	0.019	0.0049
JD0135.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.963	0	0	1	0.017	0.019	0.067	0.85	0.045	0.023
JD0149.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.984	0	0	1	0.016	0.012	0.039	0.9	0.034	0.01
JD0150.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.992	0	0	1	0.0094	0.015	0.019	0.93	0.023	0.0049
JD0151.AMD.NA.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.954	0	0	1	0.061	0.027	0.044	0.83	0.038	0.029
JD0152.AMD.v5.U133A	AML.MLL..	AML.MLL..	   	 H 	0.983	0	0	1	0.012	0.011	0.04	0.9	0.038	0.01
JD0001.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.959	0	0	1	0.039	0.027	0.066	0.025	0.84	0.026
JD0006.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.977	0	0	1	0.014	0.017	0.048	0.037	0.88	0.014
JD0013.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.885	0	0	1	0.079	0.03	0.13	0.019	0.74	0.068
JD0033.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.976	0	0	1	0.016	0.016	0.048	0.042	0.88	0.014
JD0035.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.955	0	0	1	0.024	0.016	0.093	0.027	0.84	0.026
JD0056.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.956	0	0	1	0.02	0.014	0.088	0.035	0.84	0.026
JD0076.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.791	0	0	1	0.18	0.05	0.098	0.024	0.65	0.12
JD0079.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.98	0	0	1	0.022	0.013	0.053	0.023	0.89	0.012
JD0081.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.972	0	0	1	0.028	0.019	0.06	0.026	0.87	0.017
JD0132.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.945	0	0	1	0.045	0.017	0.094	0.027	0.82	0.032
JD0160.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.903	0	0	1	0.061	0.04	0.12	0.021	0.76	0.058
JD0162.AMD.v5.U133A	AML.inv16	AML.inv16	   	 H 	0.966	0	0	1	0.021	0.013	0.08	0.03	0.86	0.02


 Brier score (Train) = 
0.043
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
AML.15.17	15	0	0	0	0	15	1
AML.8.21.	18	0	0	0	0	18	1
AML.inv16	12	0	0	0	0	12	1
AML.M7...	10	0	0	0	0	10	1
AML.MLL..	21	0	0	0	0	21	1
Total	76	0	0	0	0	76	1


 Confusion Matrix (Train) 

V1	AML.15.17	AML.8.21.	AML.inv16	AML.M7...	AML.MLL..
AML.15.17	15	0	0	0	0
AML.8.21.	0	18	0	0	0
AML.inv16	0	0	12	0	0
AML.M7...	0	0	0	10	0
AML.MLL..	0	0	0	0	21

 Test Results 

Test Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	AML.8.21.	AML.15.17	AML.M7...	AML.MLL..	AML.inv16	Brier score
AML_105	AML.8.21.	AML.8.21.	   	 H 	0.906	0	0	1	0.76	0.033	0.11	0.049	0.049	0.058
AML_114	AML.8.21.	AML.8.21.	   	 H 	0.95	0	0	1	0.83	0.029	0.093	0.013	0.04	0.029
AML_16	AML.8.21.	AML.8.21.	   	 H 	0.908	0	0	1	0.77	0.043	0.13	0.018	0.044	0.053
AML_23	AML.8.21.	AML.inv16	 * 	 H 	0.636	0	1	0	0.22	0.015	0.2	0.013	0.55	0.3
AML_26	AML.8.21.	AML.8.21.	   	 H 	0.892	0	0	1	0.75	0.023	0.14	0.036	0.052	0.063
AML_38	AML.8.21.	AML.8.21.	   	 H 	0.649	0	0	1	0.55	0.031	0.15	0.045	0.23	0.2
AML_4	AML.8.21.	AML.8.21.	   	 H 	0.745	0	0	1	0.62	0.053	0.23	0.042	0.047	0.14
AML_44	AML.8.21.	AML.8.21.	   	 H 	0.947	0	0	1	0.82	0.029	0.068	0.021	0.064	0.032
AML_48	AML.8.21.	AML.8.21.	   	 H 	0.927	0	0	1	0.79	0.031	0.098	0.028	0.052	0.044
AML_62	AML.8.21.	AML.8.21.	   	 H 	0.969	0	0	1	0.86	0.025	0.06	0.021	0.03	0.02
AML_98	AML.8.21.	AML.8.21.	   	 H 	0.952	0	0	1	0.83	0.016	0.073	0.019	0.058	0.029
X2178	AML.8.21.	AML.8.21.	   	 H 	0.977	0	0	1	0.88	0.022	0.036	0.018	0.045	0.014
X2243	AML.8.21.	AML.8.21.	   	 H 	0.923	0	0	1	0.79	0.018	0.068	0.019	0.11	0.044
X2245	AML.8.21.	AML.8.21.	   	 H 	0.945	0	0	1	0.82	0.019	0.037	0.022	0.097	0.032
X2262	AML.8.21.	AML.8.21.	   	 H 	0.957	0	0	1	0.84	0.023	0.037	0.027	0.076	0.026
X2267	AML.8.21.	AML.8.21.	   	 H 	0.963	0	0	1	0.85	0.031	0.033	0.016	0.069	0.023
X2197	AML.8.21.	AML.8.21.	   	 H 	0.373	0	0	1	0.45	0.018	0.042	0.057	0.44	0.3
X2200	AML.8.21.	AML.8.21.	   	 H 	0.969	0	0	1	0.86	0.03	0.022	0.024	0.06	0.02
X2204	AML.8.21.	AML.8.21.	   	 H 	0.838	0	0	1	0.7	0.037	0.042	0.027	0.19	0.09
X2208	AML.8.21.	AML.8.21.	   	 H 	0.963	0	0	1	0.85	0.03	0.028	0.024	0.068	0.023
X2658	AML.8.21.	AML.8.21.	   	 H 	0.876	0	0	1	0.72	0.065	0.092	0.046	0.076	0.078
X2695	AML.8.21.	AML.8.21.	   	 H 	0.953	0	0	1	0.83	0.052	0.031	0.027	0.063	0.029
X2549	AML.8.21.	AML.8.21.	   	 H 	0.954	0	0	1	0.83	0.028	0.056	0.025	0.06	0.029
X2210	AML.8.21.	AML.inv16	 * 	 H 	0.665	0	1	0	0.31	0.025	0.051	0.022	0.59	0.35
X2751	AML.8.21.	AML.8.21.	   	 H 	0.694	0	0	1	0.61	0.016	0.036	0.032	0.3	0.15
X2752	AML.8.21.	AML.8.21.	   	 H 	0.841	0	0	1	0.71	0.017	0.041	0.034	0.2	0.084
X2762	AML.8.21.	AML.inv16	 * 	 H 	0.841	0	1	0	0.2	0.011	0.046	0.032	0.71	0.5
X2764	AML.8.21.	AML.8.21.	   	 H 	0.832	0	0	1	0.7	0.05	0.03	0.027	0.2	0.09
X3292	AML.8.21.	AML.8.21.	   	 H 	0.959	0	0	1	0.84	0.045	0.03	0.02	0.062	0.026
X3332	AML.8.21.	AML.8.21.	   	 H 	0.797	0	0	1	0.68	0.02	0.032	0.025	0.24	0.1
X2211	AML.8.21.	AML.8.21.	   	 H 	0.492	0	0	1	0.5	0.017	0.057	0.027	0.39	0.25
GSM30279	AML.15.17	AML.15.17	   	 H 	0.953	0	0	1	0.017	0.83	0.063	0.042	0.051	0.029
GSM30280	AML.15.17	AML.15.17	   	 H 	0.829	0	0	1	0.03	0.68	0.045	0.12	0.13	0.1
GSM30281	AML.15.17	AML.15.17	   	 H 	0.943	0	0	1	0.019	0.81	0.063	0.047	0.057	0.036
GSM30282	AML.15.17	AML.15.17	   	 H 	0.921	0	0	1	0.016	0.78	0.081	0.044	0.076	0.048
GSM30283	AML.15.17	AML.15.17	   	 H 	0.964	0	0	1	0.015	0.85	0.051	0.032	0.049	0.023
GSM30284	AML.15.17	AML.15.17	   	 H 	0.969	0	0	1	0.016	0.86	0.043	0.036	0.041	0.02
GSM30285	AML.15.17	AML.15.17	   	 H 	0.918	0	0	1	0.015	0.78	0.048	0.051	0.11	0.048
X2170	AML.15.17	AML.15.17	   	 H 	0.984	0	0	1	0.014	0.9	0.04	0.022	0.028	0.01
X2179	AML.15.17	AML.15.17	   	 H 	0.939	0	0	1	0.013	0.81	0.053	0.038	0.089	0.036
X2219	AML.15.17	AML.15.17	   	 H 	0.968	0	0	1	0.018	0.86	0.046	0.028	0.05	0.02
X2263	AML.15.17	AML.15.17	   	 H 	0.948	0	0	1	0.02	0.82	0.062	0.027	0.068	0.032
X2265	AML.15.17	AML.15.17	   	 H 	0.959	0	0	1	0.02	0.84	0.034	0.045	0.061	0.026
X2307	AML.15.17	AML.15.17	   	 H 	0.968	0	0	1	0.022	0.86	0.057	0.016	0.044	0.02
X2466	AML.15.17	AML.15.17	   	 H 	0.959	0	0	1	0.021	0.84	0.06	0.02	0.055	0.026
X2468	AML.15.17	AML.15.17	   	 H 	0.962	0	0	1	0.016	0.85	0.03	0.026	0.076	0.023
X2509	AML.15.17	AML.15.17	   	 H 	0.946	0	0	1	0.018	0.82	0.076	0.02	0.067	0.032
X2510	AML.15.17	AML.15.17	   	 H 	0.75	0	0	1	0.023	0.62	0.2	0.026	0.12	0.14
X2516	AML.15.17	AML.15.17	   	 H 	0.969	0	0	1	0.016	0.86	0.036	0.035	0.05	0.02
X2671	AML.15.17	AML.15.17	   	 H 	0.963	0	0	1	0.018	0.85	0.05	0.026	0.06	0.023
X2680	AML.15.17	AML.15.17	   	 H 	0.973	0	0	1	0.018	0.87	0.052	0.026	0.034	0.017
X3278	AML.15.17	AML.15.17	   	 H 	0.363	0	0	1	0.018	0.4	0.048	0.25	0.29	0.36
X3279	AML.15.17	AML.15.17	   	 H 	0.964	0	0	1	0.02	0.85	0.06	0.021	0.046	0.023
X1448	AML.15.17	AML.15.17	   	 H 	0.918	0	0	1	0.016	0.78	0.084	0.028	0.094	0.048
X2297	AML.15.17	AML.15.17	   	 H 	0.948	0	0	1	0.025	0.82	0.028	0.054	0.071	0.032
X2266	AML.15.17	AML.15.17	   	 H 	0.888	0	0	1	0.017	0.74	0.041	0.077	0.12	0.068
AML_101	AML.15.17	AML.15.17	   	 H 	0.947	0	0	1	0.0097	0.83	0.11	0.016	0.032	0.029
AML_104	AML.15.17	AML.15.17	   	 H 	0.968	0	0	1	0.0084	0.86	0.065	0.032	0.032	0.02
AML_117	AML.15.17	AML.15.17	   	 H 	0.557	0	0	1	0.017	0.52	0.34	0.056	0.071	0.23
AML_119	AML.15.17	AML.15.17	   	 H 	0.987	0	0	1	0.0095	0.91	0.042	0.02	0.019	0.0081
AML_2	AML.15.17	AML.15.17	   	 H 	0.941	0	0	1	0.013	0.82	0.11	0.012	0.047	0.032
AML_29	AML.15.17	AML.15.17	   	 H 	0.839	0	0	1	0.0081	0.7	0.18	0.042	0.065	0.09
AML_33	AML.15.17	AML.15.17	   	 H 	0.852	0	0	1	0.016	0.72	0.19	0.019	0.06	0.078
AML_37	AML.15.17	AML.M7...	 * 	 H 	0.686	0	1	0	0.01	0.043	0.61	0.028	0.31	0.37
AML_60	AML.15.17	AML.15.17	   	 H 	0.967	0	0	1	0.011	0.86	0.069	0.045	0.017	0.02
AML_86	AML.15.17	AML.15.17	   	 H 	0.986	0	0	1	0.0064	0.91	0.043	0.021	0.024	0.0081
AML_95	AML.15.17	AML.15.17	   	 H 	0.924	0	0	1	0.0051	0.79	0.033	0.11	0.057	0.044
AML_99	AML.15.17	AML.15.17	   	 H 	0.782	0	0	1	0.014	0.67	0.25	0.02	0.047	0.11
AMKL024	AML.M7...	AML.M7...	   	 H 	0.824	0	0	1	0.047	0.08	0.67	0.062	0.14	0.11
AMKL025	AML.M7...	AML.M7...	   	 H 	0.642	0	0	1	0.018	0.075	0.56	0.053	0.29	0.19
AMKL026	AML.M7...	AML.M7...	   	 H 	0.591	0	0	1	0.032	0.068	0.54	0.031	0.33	0.21
AMKL028	AML.M7...	AML.M7...	   	 H 	0.639	0	0	1	0.018	0.095	0.56	0.043	0.29	0.19
AMKL029	AML.M7...	AML.inv16	 * 	 H 	0.586	0	1	0	0.055	0.11	0.27	0.052	0.51	0.26
AMKL031	AML.M7...	AML.M7...	   	 H 	0.815	0	0	1	0.033	0.048	0.68	0.044	0.2	0.1
AMKL032	AML.M7...	AML.M7...	   	 H 	0.779	0	0	1	0.021	0.045	0.66	0.029	0.24	0.12
AMKL033	AML.M7...	AML.M7...	   	 H 	0.765	0	0	1	0.043	0.043	0.64	0.046	0.23	0.13
AMKL035	AML.M7...	AML.M7...	   	 H 	0.858	0	0	1	0.021	0.068	0.71	0.046	0.15	0.084
AMKL036	AML.M7...	AML.M7...	   	 H 	0.864	0	0	1	0.032	0.11	0.71	0.048	0.098	0.084
AMKL037	AML.M7...	AML.M7...	   	 H 	0.901	0	0	1	0.034	0.044	0.76	0.038	0.13	0.058
AMKL038	AML.M7...	AML.M7...	   	 H 	0.886	0	0	1	0.036	0.042	0.74	0.059	0.13	0.068
AMKL039	AML.M7...	AML.M7...	   	 H 	0.718	0	0	1	0.022	0.04	0.62	0.029	0.28	0.14
AMKL040	AML.M7...	AML.M7...	   	 H 	0.786	0	0	1	0.049	0.15	0.64	0.048	0.12	0.13
AMKL041	AML.M7...	AML.M7...	   	 H 	0.885	0	0	1	0.027	0.044	0.74	0.048	0.14	0.068
AMKL042	AML.M7...	AML.inv16	 * 	 H 	0.354	0	1	0	0.03	0.058	0.43	0.052	0.43	0.18
AMKL044	AML.M7...	AML.M7...	   	 H 	0.727	0	0	1	0.026	0.14	0.6	0.041	0.19	0.16
AMKL045	AML.M7...	AML.M7...	   	 H 	0.87	0	0	1	0.023	0.075	0.72	0.047	0.13	0.078
AMKL046	AML.M7...	AML.8.21.	 * 	 L 	0.242	1	0	0	0.32	0.13	0.16	0.074	0.31	0.1
AMKL047	AML.M7...	AML.M7...	   	 H 	0.432	0	0	1	0.14	0.22	0.4	0.13	0.099	0.36
AMKL048	AML.M7...	AML.inv16	 * 	 H 	0.33	0	1	0	0.11	0.15	0.29	0.086	0.36	0.13
AMKL049	AML.M7...	AML.M7...	   	 H 	0.861	0	0	1	0.03	0.11	0.71	0.04	0.11	0.084
AMKL050	AML.M7...	AML.M7...	   	 H 	0.841	0	0	1	0.026	0.089	0.69	0.053	0.14	0.096
AMKL054	AML.M7...	AML.M7...	   	 H 	0.812	0	0	1	0.031	0.11	0.66	0.13	0.07	0.12
AMKL057	AML.M7...	AML.M7...	   	 H 	0.694	0	0	1	0.03	0.079	0.59	0.041	0.26	0.17
AMKL060	AML.M7...	AML.M7...	   	 H 	0.908	0	0	1	0.024	0.047	0.77	0.031	0.13	0.053
AMKL063	AML.M7...	AML.M7...	   	 H 	0.87	0	0	1	0.041	0.072	0.72	0.038	0.13	0.078
AMKL066	AML.M7...	AML.M7...	   	 H 	0.887	0	0	1	0.048	0.038	0.74	0.045	0.13	0.068
AMKL067	AML.M7...	AML.M7...	   	 H 	0.466	0	0	1	0.067	0.093	0.43	0.23	0.19	0.32
AMKL069	AML.M7...	AML.M7...	   	 H 	0.889	0	0	1	0.023	0.051	0.75	0.026	0.15	0.063
AMKL070	AML.M7...	AML.inv16	 * 	 H 	0.69	0	1	0	0.033	0.031	0.29	0.045	0.6	0.36
AMKL072	AML.M7...	AML.M7...	   	 H 	0.542	0	0	1	0.098	0.11	0.48	0.042	0.27	0.27
AMKL073	AML.M7...	AML.M7...	   	 H 	0.533	0	0	1	0.1	0.089	0.48	0.039	0.29	0.27
AMKL074	AML.M7...	AML.M7...	   	 H 	0.714	0	0	1	0.092	0.089	0.58	0.057	0.18	0.18
AMKL082	AML.M7...	AML.M7...	   	 H 	0.887	0	0	1	0.039	0.051	0.74	0.038	0.13	0.068
AMKL083	AML.M7...	AML.M7...	   	 H 	0.866	0	0	1	0.033	0.062	0.72	0.033	0.15	0.078
AMKL084	AML.M7...	AML.inv16	 * 	 H 	0.345	0	1	0	0.028	0.15	0.19	0.26	0.37	0.14
AMKL085	AML.M7...	AML.M7...	   	 H 	0.902	0	0	1	0.026	0.04	0.76	0.041	0.13	0.058
AMKL086	AML.M7...	AML.M7...	   	 H 	0.848	0	0	1	0.023	0.1	0.7	0.035	0.14	0.09
AMKL094	AML.M7...	AML.M7...	   	 L 	0.196	1	0	0	0.2	0.19	0.29	0.075	0.24	0.5
X2218	AML.MLL..	AML.M7...	 * 	 H 	0.332	0	1	0	0.29	0.13	0.36	0.096	0.12	0.13
X2227	AML.MLL..	AML.inv16	 * 	 H 	0.743	0	1	0	0.015	0.027	0.044	0.27	0.64	0.41
X2229	AML.MLL..	AML.inv16	 * 	 H 	0.928	0	1	0	0.025	0.033	0.089	0.061	0.79	0.62
X2285	AML.MLL..	AML.MLL..	   	 H 	0.99	0	0	1	0.011	0.0093	0.027	0.92	0.03	0.0064
X2288	AML.MLL..	AML.inv16	 * 	 H 	0.356	0	1	0	0.054	0.18	0.24	0.16	0.37	0.14
X2302	AML.MLL..	AML.inv16	 * 	 H 	0.326	0	1	0	0.25	0.13	0.11	0.16	0.35	0.12
X1174	AML.MLL..	AML.inv16	 * 	 H 	0.709	0	1	0	0.027	0.038	0.092	0.25	0.6	0.36
X2207	AML.MLL..	AML.MLL..	   	 H 	0.456	0	0	1	0.12	0.087	0.12	0.42	0.25	0.34
X2682	AML.MLL..	AML.MLL..	   	 H 	0.788	0	0	1	0.029	0.19	0.034	0.65	0.095	0.12
X2694	AML.MLL..	AML.MLL..	   	 H 	0.971	0	0	1	0.019	0.067	0.019	0.87	0.029	0.017
X3289	AML.MLL..	AML.inv16	 * 	 H 	0.43	0	1	0	0.029	0.082	0.11	0.35	0.44	0.19
X3322	AML.MLL..	AML.MLL..	   	 H 	0.977	0	0	1	0.018	0.024	0.047	0.88	0.026	0.014
X2255	AML.MLL..	AML.MLL..	   	 H 	0.835	0	0	1	0.047	0.05	0.13	0.68	0.091	0.1
X3316	AML.MLL..	AML.MLL..	   	 H 	0.987	0	0	1	0.013	0.017	0.026	0.91	0.031	0.0081
X3328	AML.MLL..	AML.inv16	 * 	 H 	0.735	0	1	0	0.061	0.12	0.14	0.081	0.59	0.35
X2541	AML.MLL..	AML.MLL..	   	 H 	0.91	0	0	1	0.015	0.023	0.1	0.77	0.093	0.053
X2772	AML.MLL..	AML.inv16	 * 	 H 	0.554	0	1	0	0.037	0.041	0.14	0.29	0.5	0.25
GSM30289	AML.inv16	AML.inv16	   	 H 	0.899	0	0	1	0.04	0.066	0.1	0.045	0.75	0.063
GSM30290	AML.inv16	AML.inv16	   	 H 	0.915	0	0	1	0.04	0.087	0.066	0.042	0.77	0.053
GSM30291	AML.inv16	AML.inv16	   	 H 	0.908	0	0	1	0.045	0.095	0.05	0.049	0.76	0.058
GSM30292	AML.inv16	AML.inv16	   	 H 	0.891	0	0	1	0.031	0.095	0.073	0.066	0.74	0.068
X2189	AML.inv16	AML.inv16	   	 H 	0.972	0	0	1	0.017	0.015	0.065	0.034	0.87	0.017
X2202	AML.inv16	AML.inv16	   	 H 	0.983	0	0	1	0.017	0.018	0.046	0.023	0.9	0.01
X2235	AML.inv16	AML.inv16	   	 H 	0.961	0	0	1	0.026	0.017	0.084	0.027	0.85	0.023
X2254	AML.inv16	AML.inv16	   	 H 	0.937	0	0	1	0.031	0.015	0.11	0.032	0.81	0.036
X2287	AML.inv16	AML.inv16	   	 H 	0.968	0	0	1	0.021	0.015	0.068	0.033	0.86	0.02
X2678	AML.inv16	AML.inv16	   	 H 	0.976	0	0	1	0.017	0.018	0.058	0.029	0.88	0.014
X3277	AML.inv16	AML.inv16	   	 H 	0.945	0	0	1	0.033	0.02	0.096	0.033	0.82	0.032
X3285	AML.inv16	AML.inv16	   	 H 	0.912	0	0	1	0.083	0.027	0.097	0.025	0.77	0.053
X3286	AML.inv16	AML.inv16	   	 H 	0.972	0	0	1	0.023	0.017	0.064	0.031	0.87	0.017
X3309	AML.inv16	AML.inv16	   	 H 	0.968	0	0	1	0.031	0.02	0.061	0.023	0.86	0.02
X3324	AML.inv16	AML.inv16	   	 H 	0.968	0	0	1	0.03	0.023	0.062	0.023	0.86	0.02
X2215	AML.inv16	AML.inv16	   	 H 	0.976	0	0	1	0.018	0.018	0.057	0.027	0.88	0.014
X2750	AML.inv16	AML.inv16	   	 H 	0.94	0	0	1	0.039	0.031	0.093	0.026	0.81	0.036
X2647	AML.inv16	AML.inv16	   	 H 	0.977	0	0	1	0.024	0.017	0.055	0.022	0.88	0.014
X2293	AML.inv16	AML.inv16	   	 H 	0.972	0	0	1	0.032	0.023	0.058	0.021	0.87	0.017
X3115	AML.inv16	AML.inv16	   	 H 	0.981	0	0	1	0.022	0.02	0.042	0.021	0.89	0.012
X2766	AML.inv16	AML.inv16	   	 H 	0.98	0	0	1	0.017	0.016	0.047	0.036	0.89	0.012
X3487	AML.inv16	AML.inv16	   	 H 	0.967	0	0	1	0.02	0.019	0.074	0.028	0.86	0.02
X3329	AML.inv16	AML.inv16	   	 H 	0.976	0	0	1	0.023	0.016	0.06	0.023	0.88	0.014
AML_100	AML.inv16	AML.inv16	   	 H 	0.817	0	0	1	0.0091	0.016	0.17	0.12	0.68	0.1
AML_103	AML.inv16	AML.inv16	   	 H 	0.925	0	0	1	0.017	0.029	0.11	0.052	0.79	0.044
AML_25	AML.inv16	AML.inv16	   	 H 	0.483	0	0	1	0.043	0.042	0.4	0.01	0.5	0.25
AML_34	AML.inv16	AML.inv16	   	 H 	0.721	0	0	1	0.039	0.017	0.29	0.023	0.63	0.14
AML_53	AML.inv16	AML.inv16	   	 H 	0.868	0	0	1	0.04	0.011	0.19	0.018	0.74	0.068
AML_65	AML.inv16	AML.inv16	   	 H 	0.877	0	0	1	0.064	0.042	0.14	0.02	0.73	0.073
AML_70	AML.inv16	AML.inv16	   	 H 	0.91	0	0	1	0.027	0.02	0.15	0.019	0.78	0.048
AML_73	AML.inv16	AML.inv16	   	 H 	0.415	0	0	1	0.064	0.065	0.41	0.0055	0.46	0.29
AML_77	AML.inv16	AML.inv16	   	 H 	0.893	0	0	1	0.017	0.022	0.16	0.041	0.76	0.058
AML_79	AML.inv16	AML.inv16	   	 H 	0.814	0	0	1	0.061	0.0093	0.22	0.019	0.69	0.096
AML_81	AML.inv16	AML.inv16	   	 H 	0.92	0	0	1	0.011	0.024	0.13	0.051	0.79	0.044
AML_84	AML.inv16	AML.inv16	   	 H 	0.868	0	0	1	0.045	0.016	0.14	0.071	0.72	0.078
AML_89	AML.inv16	AML.inv16	   	 H 	0.97	0	0	1	0.017	0.014	0.076	0.024	0.87	0.017
AML_90	AML.inv16	AML.inv16	   	 H 	0.762	0	0	1	0.024	0.026	0.27	0.016	0.66	0.12
AML_97	AML.inv16	AML.inv16	   	 L 	0.256	1	0	0	0.31	0.058	0.27	0.0095	0.35	0.42


 Brier score (Test) = 
0.11
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
AML.15.17	37	0	0	1	0.0270270270270270	36	0.972972972972973
AML.8.21.	31	0	0	3	0.0967741935483871	28	0.903225806451613
AML.inv16	38	1	0.0263157894736842	0	0	37	0.973684210526316
AML.M7...	40	2	0.05	5	0.125	33	0.825
AML.MLL..	17	0	0	9	0.529411764705882	8	0.470588235294118
Total	163	3	0.0184049079754601	18	0.110429447852761	142	0.871165644171779


 Confusion Matrix (Test) 

V1	X...no.call	AML.15.17	AML.8.21.	AML.inv16	AML.M7...	AML.MLL..
AML.15.17	0	36	0	0	1	0
AML.8.21.	0	0	28	3	0	0
AML.inv16	1	0	0	37	0	0
AML.M7...	2	0	0	5	33	0
AML.MLL..	0	0	0	8	1	8
