Training Results 

Train Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	ALL.B	ALL.T	AML	Brier score
BCR.ABL.Hyperdip.R5	ALL-B	ALL-B	   	 H 	0.956	0	0	1	0.86	0.07	0.071	0.02
BCR.ABL..2	ALL-B	ALL-B	   	 H 	0.957	0	0	1	0.86	0.067	0.068	0.02
BCR.ABL..3	ALL-B	ALL-B	   	 H 	0.949	0	0	1	0.85	0.075	0.076	0.023
BCR.ABL.R3	ALL-B	ALL-B	   	 H 	0.963	0	0	1	0.87	0.062	0.063	0.017
E2A.PBX1.2M.1	ALL-B	ALL-B	   	 H 	0.949	0	0	1	0.85	0.075	0.076	0.023
E2A.PBX1.C6	ALL-B	ALL-B	   	 H 	0.962	0	0	1	0.87	0.065	0.066	0.017
E2A.PBX1.R1	ALL-B	ALL-B	   	 H 	0.956	0	0	1	0.86	0.069	0.07	0.02
TEL.AML1.C30	ALL-B	ALL-B	   	 H 	0.95	0	0	1	0.85	0.073	0.075	0.023
TEL.AML1.C31	ALL-B	ALL-B	   	 H 	0.949	0	0	1	0.85	0.075	0.076	0.023
TEL.AML1.C32	ALL-B	ALL-B	   	 H 	0.949	0	0	1	0.85	0.075	0.076	0.023
T.ALL.R5	ALL-T	ALL-T	   	 H 	0.943	0	0	1	0.081	0.84	0.077	0.026
T.ALL.C11	ALL-T	ALL-T	   	 H 	0.949	0	0	1	0.077	0.85	0.073	0.023
T.ALL.C19	ALL-T	ALL-T	   	 H 	0.943	0	0	1	0.081	0.84	0.077	0.026
T.ALL.C21	ALL-T	ALL-T	   	 H 	0.955	0	0	1	0.073	0.86	0.07	0.02
T.ALL.C7	ALL-T	ALL-T	   	 H 	0.949	0	0	1	0.077	0.85	0.073	0.023
T.ALL.C2	ALL-T	ALL-T	   	 H 	0.956	0	0	1	0.071	0.86	0.068	0.02
T.ALL.R6	ALL-T	ALL-T	   	 H 	0.956	0	0	1	0.072	0.86	0.069	0.02
T.ALL.C6	ALL-T	ALL-T	   	 H 	0.943	0	0	1	0.081	0.84	0.077	0.026
T.ALL.C15	ALL-T	ALL-T	   	 H 	0.956	0	0	1	0.071	0.86	0.068	0.02
T.ALL..5	ALL-T	ALL-T	   	 H 	0.948	0	0	1	0.079	0.85	0.075	0.023
JD0002.AMD.v5.U133A	AML	AML	   	 H 	0.956	0	0	1	0.073	0.068	0.86	0.02
JD0008.AMD.v5.U133A	AML	AML	   	 H 	0.955	0	0	1	0.074	0.069	0.86	0.02
JD0036.AMD.v5.U133A	AML	AML	   	 H 	0.95	0	0	1	0.076	0.071	0.85	0.023
JD0049.AMD.v5.U133A	AML	AML	   	 H 	0.95	0	0	1	0.075	0.07	0.85	0.023
JD0053.AMD.v5.U133A	AML	AML	   	 H 	0.944	0	0	1	0.08	0.075	0.84	0.026
JD0096.AMD.v5.U133A	AML	AML	   	 H 	0.944	0	0	1	0.08	0.075	0.84	0.026
JD0108.AMD.v5.U133A	AML	AML	   	 H 	0.949	0	0	1	0.079	0.074	0.85	0.023
JD0109.AMD.v5.U133A	AML	AML	   	 H 	0.949	0	0	1	0.079	0.074	0.85	0.023
JD0128.AMD.v5.U133A	AML	AML	   	 H 	0.95	0	0	1	0.075	0.07	0.85	0.023
JD0133.AMD.v5.U133A	AML	AML	   	 H 	0.944	0	0	1	0.08	0.075	0.84	0.026


 Brier score (Train) = 
0.022
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
ALL-B	10	0	0	0	0	10	1
ALL-T	10	0	0	0	0	10	1
AML	10	0	0	0	0	10	1
Total	30	0	0	0	0	30	1


 Confusion Matrix (Train) 

V1	ALL.B	ALL.T	AML
ALL-B	10	0	0
ALL-T	0	10	0
AML	0	0	10

 Test Results 

Test Sample Name	Actual	Predicted	Error (*)	Conf (H/L)	Conf	No Call	Real Error	Correct Call	ALL.B	ALL.T	AML	Brier score
ALL_19769_B.cell	ALL-B2	ALL-B	 * 	 H 	0.926	0	1	0	0.82	0.091	0.092	0.67
ALL_23953_B.cell	ALL-B2	ALL-B	 * 	 H 	0.724	0	1	0	0.65	0.17	0.18	0.42
ALL_28373_B.cell	ALL-B2	ALL-B	 * 	 H 	0.481	0	1	0	0.52	0.23	0.25	0.27
ALL_9335_B.cell	ALL-B2	ALL-B	 * 	 H 	0.531	0	1	0	0.54	0.22	0.23	0.29
ALL_9692_B.cell	ALL-B2	ALL-B	 * 	 H 	0.658	0	1	0	0.61	0.19	0.2	0.37
ALL_14749_B.cell	ALL-B2	ALL-B	 * 	 H 	0.459	0	1	0	0.51	0.23	0.26	0.26
ALL_17281_B.cell	ALL-B2	ALL-B	 * 	 H 	0.944	0	1	0	0.84	0.077	0.078	0.71
ALL_19183_B.cell	ALL-B2	ALL-B	 * 	 H 	0.891	0	1	0	0.78	0.11	0.11	0.61
ALL_20414_B.cell	ALL-B2	ALL-B	 * 	 H 	0.87	0	1	0	0.76	0.12	0.12	0.58
ALL_21302_B.cell	ALL-B2	ALL-T	 * 	 L 	0.154	1	0	0	0.31	0.39	0.31	0.15
ALL_549_B.cell	ALL-B2	ALL-B	 * 	 H 	0.544	0	1	0	0.55	0.23	0.22	0.3
ALL_17929_B.cell	ALL-B2	ALL-B	 * 	 H 	0.884	0	1	0	0.77	0.11	0.11	0.59
ALL_20185_B.cell	ALL-B2	ALL-B	 * 	 H 	0.87	0	1	0	0.76	0.12	0.12	0.58
ALL_11103_B.cell	ALL-B2	ALL-B	 * 	 H 	0.564	0	1	0	0.56	0.23	0.21	0.31
ALL_18239_B.cell	ALL-B2	ALL-B	 * 	 H 	0.798	0	1	0	0.7	0.15	0.15	0.49
ALL_5982_B.cell	ALL-B2	ALL-B	 * 	 H 	0.652	0	1	0	0.61	0.2	0.2	0.37
ALL_7092_B.cell	ALL-B2	ALL-B	 * 	 H 	0.658	0	1	0	0.61	0.19	0.2	0.37
ALL_R11_B.cell	ALL-B2	ALL-B	 * 	 H 	0.87	0	1	0	0.76	0.12	0.12	0.58
ALL_R23_B.cell	ALL-B2	ALL-B	 * 	 H 	0.675	0	1	0	0.62	0.19	0.19	0.38
ALL_16415_T.cell	ALL-T2	ALL-T	 * 	 H 	0.368	0	1	0	0.27	0.47	0.26	0.22
ALL_19881_T.cell	ALL-T2	ALL-T	 * 	 H 	0.769	0	1	0	0.17	0.68	0.15	0.46
ALL_9186_T.cell	ALL-T2	ALL-T	 * 	 H 	0.621	0	1	0	0.22	0.59	0.19	0.35
ALL_9723_T.cell	ALL-T2	ALL-T	 * 	 H 	0.852	0	1	0	0.13	0.74	0.12	0.55
ALL_17269_T.cell	ALL-T2	ALL-T	 * 	 H 	0.603	0	1	0	0.22	0.58	0.2	0.34
ALL_14402_T.cell	ALL-T2	ALL-T	 * 	 H 	0.797	0	1	0	0.16	0.7	0.14	0.49
ALL_17638_T.cell	ALL-T2	ALL-T	 * 	 H 	0.74	0	1	0	0.17	0.66	0.17	0.44
ALL_22474_T.cell	ALL-T2	ALL-T	 * 	 H 	0.602	0	1	0	0.23	0.58	0.19	0.34
AML_12	AML2	AML	 * 	 H 	0.502	0	1	0	0.25	0.22	0.53	0.28
AML_13	AML2	AML	 * 	 L 	0.216	1	0	0	0.31	0.28	0.41	0.17
AML_14	AML2	AML	 * 	 H 	0.451	0	1	0	0.27	0.23	0.51	0.26
AML_16	AML2	AML	 * 	 H 	0.414	0	1	0	0.27	0.24	0.49	0.24
AML_20	AML2	AML	 * 	 H 	0.303	0	1	0	0.28	0.27	0.44	0.19
AML_1	AML2	AML	 * 	 H 	0.359	0	1	0	0.29	0.25	0.47	0.22
AML_2	AML2	AML	 * 	 H 	0.584	0	1	0	0.22	0.21	0.57	0.32
AML_3	AML2	AML	 * 	 H 	0.48	0	1	0	0.26	0.22	0.52	0.27
AML_5	AML2	AML	 * 	 H 	0.343	0	1	0	0.29	0.25	0.46	0.21
AML_6	AML2	AML	 * 	 L 	0.159	1	0	0	0.34	0.27	0.39	0.15
AML_7	AML2	AML	 * 	 H 	0.502	0	1	0	0.25	0.22	0.53	0.28


 Brier score (Test) = 
0.37
Class	Count	No Call	No Call (%)	Real Error	Real Error (%)	Correct Call	Correct Call (%)
ALL-B2	19	1	0.0526315789473684	18	0.947368421052632	0	0
ALL-T2	8	0	0	8	1	0	0
AML2	11	2	0.181818181818182	9	0.818181818181818	0	0
Total	38	3	0.0789473684210526	35	0.921052631578947	0	0


 Confusion Matrix (Test) 

V1	X...no.call	ALL.B	ALL.T	AML
ALL-B2	1	18	0	0
ALL-T2	0	0	8	0
AML2	2	0	0	9
