StAM Report: Prediction of TEL-AML1 (predictive) - beta 0.24, 0.76

• Evaluation information
• Annotation information
• Cross validation information
• Model fit information
• Prediction information
• Details on nodes

Information on Evaluation

Total number of samples:	327
Training samples:	217 ( 52 from TEL-AML1, 165 from other )
Test samples:	110 ( 27 from TEL-AML1, 83 from other )
Focus on class:	TEL-AML1
Data frm chip:	hgu95av2
Start node:	GO:0008150 ( biological_process )

Annotation Information

Chip annotations for:	hgu95av2
Chip data package:	data package version 1.5.1 Mon May 10 11:12:58 2004
GO data package:	GO package version 1.5.1 Mon May 10 11:46:39 2004
Root node chosen:	GO:0008150 ( biological_process )
Number of probesets on the chip:	12625
Probesets annotated below GO:0008150 :	8679
Number of nodes with direct annotations:	1359
Total number of nodes:	2204

Information on Cross Validation

Number of samples:	217
Number of classes:	2
Class weights:	'TEL-AML1': 0.24 'other': 0.76
Class prior:	'TEL-AML1':0.24 'other':0.76
Shrinkage candidates:	0, 0.033, 0.065, 0.098, 0.13, 0.163, 0.195, 0.228, 0.261, 0.293, 0.326, 0.358, 0.391, 0.424, 0.456, 0.489, 0.521, 0.554, 0.586, 0.619, 0.652, 0.684, 0.717, 0.749, 0.782, 0.814, 0.847, 0.88, 0.912, 0.945

Cross validated performance

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	Root.error.rate	Root.performance	Mean.redundancy	Nodes	Genes
0	0.02765	0.45457	1.30175	542	7933
0.033	0.02765	0.4474	1.30489	542	7933
0.065	0.02765	0.43921	1.30934	542	7933
0.098	0.02765	0.42974	1.32391	531	7932
0.13	0.02765	0.41858	1.34565	511	7730
0.163	0.02765	0.40543	1.38772	469	7619
0.195	0.02765	0.39251	1.42271	440	7542
0.228	0.02765	0.38102	1.45404	415	7467
0.261	0.02765	0.3728	1.50141	383	7389
0.293	0.03226	0.36484	1.52609	362	7325
0.326	0.03226	0.35471	1.56057	339	7271
0.358	0.03226	0.34308	1.60128	309	7064
0.391	0.03226	0.33093	1.74782	232	6865
0.424	0.03226	0.31693	1.84285	206	6735
0.456	0.03226	0.30094	1.90029	192	6590
0.489	0.03226	0.28944	2.06874	162	6195
0.521	0.03226	0.27764	2.24977	140	6090
0.554	0.02765	0.26638	2.49955	118	5838
0.586	0.02765	0.25742	2.5896	113	5831
0.619	0.02765	0.24655	2.7083	106	5777
0.652	0.02765	0.23156	2.86554	97	5569
0.684	0.02765	0.21793	3.0683	88	5480
0.717	0.02304	0.20604	3.26029	77	5212
0.749	0.02304	0.1957	3.33052	67	5086
0.782	0.02304	0.18369	3.24399	55	4540
0.814	0.01843	0.16825	2.9233	40	3796
0.847	0.01382	0.16271	3.72281	17	968
0.88	0.01843	0.14683	4.77875	8	701
0.912	0.01382	0.14713	7.54993	5	342

Information on Model Fit

Fit for D = 0.8471

Number of classes:	2
Class weights:	'TEL-AML1': 0.24 'other': 0.76
Class prior:	'TEL-AML1':0.24 'other':0.76
Chosen shrinkage level:	0.847 (by optimizing the root's error rate )
Number of nodes left	17
Number of accessible genes	968

Shrunken prediction graph

Hover over a node to see its description, click on it to view its detailed results.

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Nodewise evaluation

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Information on Predictions

Number of samples:	327 (79 from TEL-AML1, 248 from other)
Test samples:	110 (27 from TEL-AML1, 83 from other)
Classes:	TEL-AML1, other

Illustration of Performance on testdata

Nodewise evaluation

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Prediction image

Hover over a node description to see its ID, click on it to see detailed results.

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Details on Nodes

GO:0008150

biological_process

Biological Process

Parent node

GO:0003673	Gene_Ontology (not in fit)

8 child nodes

ID	Term	Weight
GO:0007610	behavior	0.00000
GO:0000004	biological_process unknown	0.00000
GO:0009987	cellular process	0.49776
GO:0007275	development	0.00000
GO:0008371	obsolete biological process	0.00000
GO:0007582	physiological process	0.50224
GO:0050789	regulation of biological process	0.00000
GO:0016032	viral life cycle	0.00000

Performance on training data

• Error rate: 0.01382
• Performance: 0.16273
• Redundancy: 3.66384

	Sensitivity	Specificity
TEL-AML1	1	0.98182
other	0.98182	1

Performance on test data

• Error rate: 0.01818
• Performance: 0.20184
• Redundancy: 3.92709

	Sensitivity	Specificity
TEL-AML1	0.96296	0.98795
other	0.98795	0.96296

Predictions

	Class	TEL-AML1	other	Predictionn
BCR-ABL-1 (testset)	other	0.00067	0.99933	other
BCR-ABL-2	other	0.07576	0.92424	other
BCR-ABL-3	other	0.02184	0.97816	other
BCR-ABL-4	other	0.03309	0.96691	other
BCR-ABL-5	other	0.01761	0.98239	other
BCR-ABL-6	other	0.15569	0.84431	other
BCR-ABL-7	other	0.00502	0.99498	other
BCR-ABL-8	other	0.02237	0.97763	other
BCR-ABL-9	other	0.01293	0.98707	other
BCR-ABL-C1 (testset)	other	0.00607	0.99393	other
BCR-ABL-Hyperdip-10 (testset)	other	0.11973	0.88027	other
BCR-ABL-Hyperdip-R5	other	0.03457	0.96543	other
BCR-ABL-R1 (testset)	other	0.00832	0.99168	other
BCR-ABL-R2	other	0.02147	0.97853	other
BCR-ABL-R3	other	0.0515	0.9485	other
E2A-PBX1-10	other	0.0011	0.9989	other
E2A-PBX1-11	other	0.0011	0.9989	other
E2A-PBX1-12	other	0.02242	0.97758	other
E2A-PBX1-13 (testset)	other	0.00143	0.99857	other
E2A-PBX1-1 (testset)	other	0.00027	0.99973	other
E2A-PBX1-2	other	0.00417	0.99583	other
E2A-PBX1-3 (testset)	other	0.00845	0.99155	other
E2A-PBX1-4	other	0.02533	0.97467	other
E2A-PBX1-5	other	0.00172	0.99828	other
E2A-PBX1-6	other	0.00482	0.99518	other
E2A-PBX1-7	other	0.0067	0.9933	other
E2A-PBX1-8	other	0.00423	0.99577	other
E2A-PBX1-9 (testset)	other	0.00058	0.99942	other
E2A-PBX1-2M1	other	0.01363	0.98637	other
E2A-PBX1-C10 (testset)	other	0.00192	0.99808	other
E2A-PBX1-C11	other	0.00513	0.99487	other
E2A-PBX1-C12 (testset)	other	0.00373	0.99627	other
E2A-PBX1-C1	other	0.02304	0.97696	other
E2A-PBX1-C2 (testset)	other	0.00311	0.99689	other
E2A-PBX1-C3 (testset)	other	0.00452	0.99548	other
E2A-PBX1-C4	other	0.00182	0.99818	other
E2A-PBX1-C5	other	0.01011	0.98989	other
E2A-PBX1-C6 (testset)	other	0.0052	0.9948	other
E2A-PBX1-C7	other	0.00079	0.99921	other
E2A-PBX1-C8	other	0.00134	0.99866	other
E2A-PBX1-C9	other	0.00451	0.99549	other
E2A-PBX1-R1	other	0.00273	0.99727	other
Hyperdip-50-10	other	0.01827	0.98173	other
Hyperdip-50-11 (testset)	other	0.00306	0.99694	other
Hyperdip-50-12	other	0.01202	0.98798	other
Hyperdip-50-13	other	0.00723	0.99277	other
Hyperdip-50-14	other	0.00634	0.99366	other
Hyperdip-50-1 (testset)	other	0.034	0.966	other
Hyperdip-50-2	other	0.00144	0.99856	other
Hyperdip-50-3 (testset)	other	0.00534	0.99466	other
Hyperdip-50-4	other	0.01376	0.98624	other
Hyperdip-50-5 (testset)	other	0.00617	0.99383	other
Hyperdip-50-6	other	0.00761	0.99239	other
Hyperdip-50-7	other	0.02802	0.97198	other
Hyperdip-50-8 (testset)	other	0.00739	0.99261	other
Hyperdip-50-9 (testset)	other	0.04634	0.95366	other
Hyperdip-50-2M1	other	0.01046	0.98954	other
Hyperdip-50-2M2	other	0.01755	0.98245	other
Hyperdip-50-C10	other	0.03751	0.96249	other
Hyperdip-50-C11	other	0.01039	0.98961	other
Hyperdip-50-C12	other	0.03178	0.96822	other
Hyperdip-50-C13	other	0.00378	0.99622	other
Hyperdip-50-C14	other	0.00521	0.99479	other
Hyperdip-50-C15	other	0.01401	0.98599	other
Hyperdip-50-C16	other	0.00615	0.99385	other
Hyperdip-50-C17	other	0.01822	0.98178	other
Hyperdip-50-C18 (testset)	other	0.02066	0.97934	other
Hyperdip-50-C19 (testset)	other	0.00317	0.99683	other
Hyperdip-50-C1	other	0.00566	0.99434	other
Hyperdip-50-C20	other	0.01545	0.98455	other
Hyperdip-50-C21 (testset)	other	0.00283	0.99717	other
Hyperdip-50-C22	other	0.00861	0.99139	other
Hyperdip-50-C23	other	0.00693	0.99307	other
Hyperdip-50-C24 (testset)	other	0.00959	0.99041	other
Hyperdip-50-C25 (testset)	other	0.00216	0.99784	other
Hyperdip-50-C26	other	0.01464	0.98536	other
Hyperdip-50-C27-N	other	0.00528	0.99472	other
Hyperdip-50-C28	other	0.01514	0.98486	other
Hyperdip-50-C29 (testset)	other	0.01835	0.98165	other
Hyperdip-50-C2 (testset)	other	0.0265	0.9735	other
Hyperdip-50-C30 (testset)	other	0.00134	0.99866	other
Hyperdip-50-C31	other	0.02041	0.97959	other
Hyperdip-50-C32	other	0.00142	0.99858	other
Hyperdip-50-C33	other	0.03594	0.96406	other
Hyperdip-50-C34 (testset)	other	0.00553	0.99447	other
Hyperdip-50-C35 (testset)	other	0.00838	0.99162	other
Hyperdip-50-C36	other	0.01787	0.98213	other
Hyperdip-50-C37 (testset)	other	0.00453	0.99547	other
Hyperdip-50-C38	other	0.01246	0.98754	other
Hyperdip-50-C39	other	0.02402	0.97598	other
Hyperdip-50-C3 (testset)	other	0.02462	0.97538	other
Hyperdip-50-C40	other	0.01334	0.98666	other
Hyperdip-50-C41	other	0.00256	0.99744	other
Hyperdip-50-C42 (testset)	other	0.00579	0.99421	other
Hyperdip-50-C43	other	0.09345	0.90655	other
Hyperdip-50-C4 (testset)	other	0.00866	0.99134	other
Hyperdip-50-C5	other	0.01655	0.98345	other
Hyperdip-50-C6	other	0.00819	0.99181	other
Hyperdip-50-C7	other	0.05191	0.94809	other
Hyperdip-50-C8	other	0.00357	0.99643	other
Hyperdip-50-C9 (testset)	other	0.00613	0.99387	other
Hyperdip-50-R1	other	0.01779	0.98221	other
Hyperdip-50-R2	other	0.06282	0.93718	other
Hyperdip-50-R3 (testset)	other	0.0787	0.9213	other
Hyperdip-50-R4	other	0.017	0.983	other
Hyperdip-50-R5 (testset)	other	0.02727	0.97273	other
Hyperdip47-50-1	other	0.03674	0.96326	other
Hyperdip47-50-2	other	0.21273	0.78727	other
Hyperdip47-50-3	other	0.00352	0.99648	other
Hyperdip47-50-2M1	other	0.009	0.991	other
Hyperdip47-50-C10	other	0.20404	0.79596	other
Hyperdip47-50-C11	other	0.12676	0.87324	other
Hyperdip47-50-C12 (testset)	other	0.00539	0.99461	other
Hyperdip47-50-C13	other	0.00511	0.99489	other
Hyperdip47-50-C14-N (testset)	other	0.0482	0.9518	other
Hyperdip47-50-C15 (testset)	other	0.01219	0.98781	other
Hyperdip47-50-C16	other	0.00627	0.99373	other
Hyperdip47-50-C17	other	0.01268	0.98732	other
Hyperdip47-50-C18 (testset)	other	0.00629	0.99371	other
Hyperdip47-50-C19	other	0.01188	0.98812	other
Hyperdip47-50-C1	other	0.00474	0.99526	other
Hyperdip47-50-C2	other	0.20648	0.79352	other
Hyperdip47-50-C3-N (testset)	other	0.00588	0.99412	other
Hyperdip47-50-C4 (testset)	other	0.24791	0.75209	other
Hyperdip47-50-C5	other	0.00334	0.99666	other
Hyperdip47-50-C6 (testset)	other	0.99189	0.00811	TEL-AML1
Hyperdip47-50-C7 (testset)	other	0.04669	0.95331	other
Hyperdip47-50-C8	other	0.09574	0.90426	other
Hyperdip47-50-C9	other	0.04092	0.95908	other
Hypodip-1 (testset)	other	0.05678	0.94322	other
Hypodip-2	other	0.00964	0.99036	other
Hypodip-2M1	other	0.00223	0.99777	other
Hypodip-C1	other	0.99185	0.00815	TEL-AML1
Hypodip-C2	other	0.14661	0.85339	other
Hypodip-C3	other	0.00711	0.99289	other
Hypodip-C4 (testset)	other	0.00302	0.99698	other
Hypodip-C5 (testset)	other	0.01703	0.98297	other
Hypodip-C6	other	0.00112	0.99888	other
MLL-1	other	0.0016	0.9984	other
MLL-2	other	0.00033	0.99967	other
MLL-3	other	0.00034	0.99966	other
MLL-4	other	0.00045	0.99955	other
MLL-5	other	0.00202	0.99798	other
MLL-6 (testset)	other	0.00034	0.99966	other
MLL-7	other	0.00134	0.99866	other
MLL-8 (testset)	other	0.00273	0.99727	other
MLL-2M1 (testset)	other	0.00611	0.99389	other
MLL-2M2	other	0.00021	0.99979	other
MLL-C1	other	9e-05	0.99991	other
MLL-C2 (testset)	other	1e-04	0.9999	other
MLL-C3 (testset)	other	0.00667	0.99333	other
MLL-C4	other	0.02328	0.97672	other
MLL-C5	other	0.06175	0.93825	other
MLL-C6 (testset)	other	0.00979	0.99021	other
MLL-R1 (testset)	other	0.01387	0.98613	other
MLL-R2 (testset)	other	0.00404	0.99596	other
MLL-R3 (testset)	other	0.00025	0.99975	other
MLL-R4	other	0.00921	0.99079	other
Normal-1	other	0.08016	0.91984	other
Normal-2	other	0.00478	0.99522	other
Normal-3	other	0.04175	0.95825	other
Normal-C1-N	other	0.04441	0.95559	other
Normal-C10	other	0.00084	0.99916	other
Normal-C11-N	other	0.00437	0.99563	other
Normal-C12 (testset)	other	0.07783	0.92217	other
Normal-C2-N (testset)	other	0.19727	0.80273	other
Normal-C3-N (testset)	other	0.07988	0.92012	other
Normal-C4-N (testset)	other	0.03793	0.96207	other
Normal-C5	other	0.00678	0.99322	other
Normal-C6	other	0.1153	0.8847	other
Normal-C7-N	other	0.05618	0.94382	other
Normal-C8	other	0.00271	0.99729	other
Normal-C9 (testset)	other	0.02304	0.97696	other
Normal-R1	other	0.00323	0.99677	other
Normal-R2-N	other	0.01247	0.98753	other
Normal-R3 (testset)	other	0.02076	0.97924	other
Pseudodip-1	other	0.14628	0.85372	other
Pseudodip-2	other	0.60686	0.39314	TEL-AML1
Pseudodip-3	other	0.02286	0.97714	other
Pseudodip-4	other	0.00568	0.99432	other
Pseudodip-5	other	0.04379	0.95621	other
Pseudodip-6	other	0.01017	0.98983	other
Pseudodip-7 (testset)	other	0.00608	0.99392	other
Pseudodip-8-N	other	0.09556	0.90444	other
Pseudodip-9 (testset)	other	0.00576	0.99424	other
Pseudodip-C10	other	0.92418	0.07582	TEL-AML1
Pseudodip-C11	other	0.00815	0.99185	other
Pseudodip-C12 (testset)	other	0.09453	0.90547	other
Pseudodip-C13	other	0.01302	0.98698	other
Pseudodip-C14 (testset)	other	0.00806	0.99194	other
Pseudodip-C15	other	0.01507	0.98493	other
Pseudodip-C16-N	other	0.0632	0.9368	other
Pseudodip-C17	other	0.01253	0.98747	other
Pseudodip-C18	other	0.03375	0.96625	other
Pseudodip-C19	other	0.01329	0.98671	other
Pseudodip-C1 (testset)	other	0.02569	0.97431	other
Pseudodip-C2-N	other	0.02003	0.97997	other
Pseudodip-C3	other	0.06549	0.93451	other
Pseudodip-C4	other	0.09029	0.90971	other
Pseudodip-C5	other	0.01156	0.98844	other
Pseudodip-C6	other	0.03078	0.96922	other
Pseudodip-C7	other	0.27997	0.72003	other
Pseudodip-C8	other	0.13826	0.86174	other
Pseudodip-C9 (testset)	other	0.06272	0.93728	other
Pseudodip-R1-N	other	0.12054	0.87946	other
T-ALL-10	other	0.00101	0.99899	other
T-ALL-1	other	0.00092	0.99908	other
T-ALL-2	other	0.05794	0.94206	other
T-ALL-3 (testset)	other	0.00055	0.99945	other
T-ALL-4 (testset)	other	0.00058	0.99942	other
T-ALL-5 (testset)	other	9e-05	0.99991	other
T-ALL-6	other	0.00076	0.99924	other
T-ALL-7	other	4e-05	0.99996	other
T-ALL-8 (testset)	other	0.00034	0.99966	other
T-ALL-9 (testset)	other	9e-05	0.99991	other
T-ALL-2M1	other	8e-05	0.99992	other
T-ALL-C10	other	0.00136	0.99864	other
T-ALL-C11	other	5e-05	0.99995	other
T-ALL-C12 (testset)	other	0.00011	0.99989	other
T-ALL-C13	other	0.00123	0.99877	other
T-ALL-C14 (testset)	other	0.01129	0.98871	other
T-ALL-C15	other	7e-05	0.99993	other
T-ALL-C16	other	0.00617	0.99383	other
T-ALL-C17 (testset)	other	0.00349	0.99651	other
T-ALL-C18 (testset)	other	0.00049	0.99951	other
T-ALL-C19	other	0.00078	0.99922	other
T-ALL-C1 (testset)	other	0.00282	0.99718	other
T-ALL-C20 (testset)	other	0.00044	0.99956	other
T-ALL-C21	other	0.00181	0.99819	other
T-ALL-C22	other	0.00209	0.99791	other
T-ALL-C23	other	0.01506	0.98494	other
T-ALL-C24	other	0.00105	0.99895	other
T-ALL-C25 (testset)	other	0.00019	0.99981	other
T-ALL-C26	other	0.00343	0.99657	other
T-ALL-C2	other	0.00018	0.99982	other
T-ALL-C3	other	0.00136	0.99864	other
T-ALL-C4	other	0.00084	0.99916	other
T-ALL-C5	other	0.00062	0.99938	other
T-ALL-C6	other	3e-05	0.99997	other
T-ALL-C7	other	0.00059	0.99941	other
T-ALL-C8	other	0.01858	0.98142	other
T-ALL-C9	other	6e-04	0.9994	other
T-ALL-R1 (testset)	other	0.00084	0.99916	other
T-ALL-R2	other	0.00027	0.99973	other
T-ALL-R3	other	0.00169	0.99831	other
T-ALL-R4 (testset)	other	2e-04	0.9998	other
T-ALL-R5	other	0.00035	0.99965	other
T-ALL-R6 (testset)	other	4e-04	0.9996	other
TEL-AML1-10	TEL-AML1	0.97767	0.02233	TEL-AML1
TEL-AML1-11 (testset)	TEL-AML1	0.95922	0.04078	TEL-AML1
TEL-AML1-12	TEL-AML1	0.90639	0.09361	TEL-AML1
TEL-AML1-13	TEL-AML1	0.91791	0.08209	TEL-AML1
TEL-AML1-14	TEL-AML1	0.99187	0.00813	TEL-AML1
TEL-AML1-1 (testset)	TEL-AML1	0.42128	0.57872	other
TEL-AML1-2	TEL-AML1	0.95038	0.04962	TEL-AML1
TEL-AML1-3	TEL-AML1	0.9917	0.0083	TEL-AML1
TEL-AML1-4 (testset)	TEL-AML1	0.95009	0.04991	TEL-AML1
TEL-AML1-5	TEL-AML1	0.83906	0.16094	TEL-AML1
TEL-AML1-6 (testset)	TEL-AML1	0.81619	0.18381	TEL-AML1
TEL-AML1-7	TEL-AML1	0.9884	0.0116	TEL-AML1
TEL-AML1-8	TEL-AML1	0.9834	0.0166	TEL-AML1
TEL-AML1-9	TEL-AML1	0.88411	0.11589	TEL-AML1
TEL-AML1-2M1	TEL-AML1	0.93121	0.06879	TEL-AML1
TEL-AML1-2M2	TEL-AML1	0.98649	0.01351	TEL-AML1
TEL-AML1-2M3	TEL-AML1	0.86809	0.13191	TEL-AML1
TEL-AML1-2M4	TEL-AML1	0.95213	0.04787	TEL-AML1
TEL-AML1-2M5	TEL-AML1	0.95838	0.04162	TEL-AML1
TEL-AML1-C10 (testset)	TEL-AML1	0.87789	0.12211	TEL-AML1
TEL-AML1-C11	TEL-AML1	0.96025	0.03975	TEL-AML1
TEL-AML1-C12	TEL-AML1	0.97956	0.02044	TEL-AML1
TEL-AML1-C13 (testset)	TEL-AML1	0.98095	0.01905	TEL-AML1
TEL-AML1-C14	TEL-AML1	0.97746	0.02254	TEL-AML1
TEL-AML1-C15 (testset)	TEL-AML1	0.95544	0.04456	TEL-AML1
TEL-AML1-C16	TEL-AML1	0.83531	0.16469	TEL-AML1
TEL-AML1-C17	TEL-AML1	0.87366	0.12634	TEL-AML1
TEL-AML1-C18 (testset)	TEL-AML1	0.98317	0.01683	TEL-AML1
TEL-AML1-C19	TEL-AML1	0.96105	0.03895	TEL-AML1
TEL-AML1-C1	TEL-AML1	0.94761	0.05239	TEL-AML1
TEL-AML1-C20	TEL-AML1	0.99364	0.00636	TEL-AML1
TEL-AML1-C21	TEL-AML1	0.90652	0.09348	TEL-AML1
TEL-AML1-C22	TEL-AML1	0.97985	0.02015	TEL-AML1
TEL-AML1-C23	TEL-AML1	0.73367	0.26633	TEL-AML1
TEL-AML1-C24	TEL-AML1	0.97237	0.02763	TEL-AML1
TEL-AML1-C25	TEL-AML1	0.97434	0.02566	TEL-AML1
TEL-AML1-C26 (testset)	TEL-AML1	0.92951	0.07049	TEL-AML1
TEL-AML1-C27	TEL-AML1	0.93283	0.06717	TEL-AML1
TEL-AML1-C28	TEL-AML1	0.997	0.003	TEL-AML1
TEL-AML1-C29 (testset)	TEL-AML1	0.97432	0.02568	TEL-AML1
TEL-AML1-C2	TEL-AML1	0.98665	0.01335	TEL-AML1
TEL-AML1-C30 (testset)	TEL-AML1	0.96729	0.03271	TEL-AML1
TEL-AML1-C31 (testset)	TEL-AML1	0.99969	0.00031	TEL-AML1
TEL-AML1-C32	TEL-AML1	0.95732	0.04268	TEL-AML1
TEL-AML1-C33	TEL-AML1	0.95532	0.04468	TEL-AML1
TEL-AML1-C34 (testset)	TEL-AML1	0.99798	0.00202	TEL-AML1
TEL-AML1-C35	TEL-AML1	0.91032	0.08968	TEL-AML1
TEL-AML1-C36 (testset)	TEL-AML1	0.55017	0.44983	TEL-AML1
TEL-AML1-C37	TEL-AML1	0.99798	0.00202	TEL-AML1
TEL-AML1-C38 (testset)	TEL-AML1	0.94356	0.05644	TEL-AML1
TEL-AML1-C39	TEL-AML1	0.98935	0.01065	TEL-AML1
TEL-AML1-C3	TEL-AML1	0.91658	0.08342	TEL-AML1
TEL-AML1-C40 (testset)	TEL-AML1	0.92306	0.07694	TEL-AML1
TEL-AML1-C41 (testset)	TEL-AML1	0.71783	0.28217	TEL-AML1
TEL-AML1-C42 (testset)	TEL-AML1	0.60989	0.39011	TEL-AML1
TEL-AML1-C43 (testset)	TEL-AML1	0.81279	0.18721	TEL-AML1
TEL-AML1-C44 (testset)	TEL-AML1	0.88395	0.11605	TEL-AML1
TEL-AML1-C45 (testset)	TEL-AML1	0.8593	0.1407	TEL-AML1
TEL-AML1-C46	TEL-AML1	0.85313	0.14687	TEL-AML1
TEL-AML1-C47 (testset)	TEL-AML1	0.97961	0.02039	TEL-AML1
TEL-AML1-C48 (testset)	TEL-AML1	0.94204	0.05796	TEL-AML1
TEL-AML1-C49	TEL-AML1	0.91328	0.08672	TEL-AML1
TEL-AML1-C4	TEL-AML1	0.95001	0.04999	TEL-AML1
TEL-AML1-C50	TEL-AML1	0.99067	0.00933	TEL-AML1
TEL-AML1-C51 (testset)	TEL-AML1	0.88339	0.11661	TEL-AML1
TEL-AML1-C52	TEL-AML1	0.9789	0.0211	TEL-AML1
TEL-AML1-C53 (testset)	TEL-AML1	0.59544	0.40456	TEL-AML1
TEL-AML1-C54	TEL-AML1	0.97283	0.02717	TEL-AML1
TEL-AML1-C55	TEL-AML1	0.98841	0.01159	TEL-AML1
TEL-AML1-C56	TEL-AML1	0.87549	0.12451	TEL-AML1
TEL-AML1-C57	TEL-AML1	0.95905	0.04095	TEL-AML1
TEL-AML1-C5	TEL-AML1	0.9434	0.0566	TEL-AML1
TEL-AML1-C6	TEL-AML1	0.98027	0.01973	TEL-AML1
TEL-AML1-C7	TEL-AML1	0.92953	0.07047	TEL-AML1
TEL-AML1-C8	TEL-AML1	0.66687	0.33313	TEL-AML1
TEL-AML1-C9 (testset)	TEL-AML1	0.75319	0.24681	TEL-AML1
TEL-AML1-R1 (testset)	TEL-AML1	0.9822	0.0178	TEL-AML1
TEL-AML1-R2	TEL-AML1	0.9584	0.0416	TEL-AML1
TEL-AML1-R3	TEL-AML1	0.97914	0.02086	TEL-AML1