GO:0007275

GO:0007275

development

Biological Process

Parent node

GO:0008150	biological_process

17 child nodes

ID	Term	Weight
GO:0030154	cell differentiation	0.119
GO:0007568	aging	0.00000
GO:0009790	embryonic development	0.00000
GO:0006309	DNA fragmentation	0.00000
GO:0040007	growth	0.00000
GO:0007320	insemination	0.00000
GO:0009653	morphogenesis	0.45626
GO:0007389	pattern specification	0.00000
GO:0048066	pigmentation	0.00000
GO:0001541	ovarian follicle development	0.00000
GO:0050793	regulation of development	0.00000
GO:0040029	regulation of gene expression, epigenetic	0.00000
GO:0019953	sexual reproduction	0.00000
GO:0007530	sex determination	0.00000
GO:0007548	sex differentiation	0.00000
GO:0019827	stem cell maintenance	0.00000
GO:0007275a	development (annotated genes)	0.4247453

Performance on training data

• Error rate: 0.00459
• Performance: 0.05274
• Redundancy: 3.98087

	Sensitivity	Specificity
T-ALL	1	0.99471
other	0.99471	1

Performance on test data

• Error rate: 0.01835
• Performance: 0.11141
• Redundancy: 3.86894

	Sensitivity	Specificity
T-ALL	0.92857	0.98947
other	0.98947	0.92857

Predictions

	Class	T-ALL	other	Predictionn
BCR-ABL-1	other	0.02618	0.97382	other
BCR-ABL-2	other	0.02045	0.97955	other
BCR-ABL-3 (testset)	other	0.00375	0.99625	other
BCR-ABL-4	other	0.00685	0.99315	other
BCR-ABL-5	other	0.00527	0.99473	other
BCR-ABL-6 (testset)	other	0.00618	0.99382	other
BCR-ABL-7 (testset)	other	0.01887	0.98113	other
BCR-ABL-8 (testset)	other	0.00523	0.99477	other
BCR-ABL-9 (testset)	other	0.00528	0.99472	other
BCR-ABL-C1 (testset)	other	0.01787	0.98213	other
BCR-ABL-Hyperdip-10 (testset)	other	0.00519	0.99481	other
BCR-ABL-Hyperdip-R5	other	0.00552	0.99448	other
BCR-ABL-R1	other	0.00701	0.99299	other
BCR-ABL-R2	other	0.07553	0.92447	other
BCR-ABL-R3 (testset)	other	0.02207	0.97793	other
E2A-PBX1-10	other	0.0071	0.9929	other
E2A-PBX1-11	other	0.00592	0.99408	other
E2A-PBX1-12 (testset)	other	0.00489	0.99511	other
E2A-PBX1-13	other	0.00605	0.99395	other
E2A-PBX1-1	other	0.00548	0.99452	other
E2A-PBX1-2	other	0.0052	0.9948	other
E2A-PBX1-3	other	0.0053	0.9947	other
E2A-PBX1-4 (testset)	other	0.00529	0.99471	other
E2A-PBX1-5	other	0.00514	0.99486	other
E2A-PBX1-6	other	0.00537	0.99463	other
E2A-PBX1-7	other	0.00683	0.99317	other
E2A-PBX1-8	other	0.00441	0.99559	other
E2A-PBX1-9	other	0.0035	0.9965	other
E2A-PBX1-2M1	other	0.00956	0.99044	other
E2A-PBX1-C10	other	0.00914	0.99086	other
E2A-PBX1-C11	other	0.01235	0.98765	other
E2A-PBX1-C12	other	0.00959	0.99041	other
E2A-PBX1-C1	other	0.03138	0.96862	other
E2A-PBX1-C2	other	0.00667	0.99333	other
E2A-PBX1-C3 (testset)	other	0.00537	0.99463	other
E2A-PBX1-C4	other	0.00471	0.99529	other
E2A-PBX1-C5 (testset)	other	0.00837	0.99163	other
E2A-PBX1-C6	other	0.00795	0.99205	other
E2A-PBX1-C7	other	0.00587	0.99413	other
E2A-PBX1-C8	other	0.03929	0.96071	other
E2A-PBX1-C9	other	0.00711	0.99289	other
E2A-PBX1-R1	other	0.0073	0.9927	other
Hyperdip-50-10	other	0.01461	0.98539	other
Hyperdip-50-11 (testset)	other	0.04656	0.95344	other
Hyperdip-50-12	other	0.00954	0.99046	other
Hyperdip-50-13 (testset)	other	0.01473	0.98527	other
Hyperdip-50-14	other	0.00575	0.99425	other
Hyperdip-50-1	other	0.00539	0.99461	other
Hyperdip-50-2	other	0.00904	0.99096	other
Hyperdip-50-3 (testset)	other	0.00897	0.99103	other
Hyperdip-50-4 (testset)	other	0.02698	0.97302	other
Hyperdip-50-5 (testset)	other	0.00386	0.99614	other
Hyperdip-50-6	other	0.01004	0.98996	other
Hyperdip-50-7	other	0.00578	0.99422	other
Hyperdip-50-8 (testset)	other	0.00477	0.99523	other
Hyperdip-50-9	other	0.01142	0.98858	other
Hyperdip-50-2M1	other	0.01079	0.98921	other
Hyperdip-50-2M2 (testset)	other	0.01073	0.98927	other
Hyperdip-50-C10	other	0.00757	0.99243	other
Hyperdip-50-C11 (testset)	other	0.00623	0.99377	other
Hyperdip-50-C12	other	0.00789	0.99211	other
Hyperdip-50-C13	other	0.00896	0.99104	other
Hyperdip-50-C14	other	0.00886	0.99114	other
Hyperdip-50-C15	other	0.00806	0.99194	other
Hyperdip-50-C16	other	0.00621	0.99379	other
Hyperdip-50-C17	other	0.01208	0.98792	other
Hyperdip-50-C18	other	0.00621	0.99379	other
Hyperdip-50-C19 (testset)	other	0.00662	0.99338	other
Hyperdip-50-C1	other	0.0069	0.9931	other
Hyperdip-50-C20	other	0.00671	0.99329	other
Hyperdip-50-C21	other	0.00577	0.99423	other
Hyperdip-50-C22 (testset)	other	0.00645	0.99355	other
Hyperdip-50-C23	other	0.00395	0.99605	other
Hyperdip-50-C24	other	0.01085	0.98915	other
Hyperdip-50-C25	other	0.00748	0.99252	other
Hyperdip-50-C26	other	0.00493	0.99507	other
Hyperdip-50-C27-N	other	0.00818	0.99182	other
Hyperdip-50-C28	other	0.01009	0.98991	other
Hyperdip-50-C29 (testset)	other	0.00756	0.99244	other
Hyperdip-50-C2 (testset)	other	0.02492	0.97508	other
Hyperdip-50-C30	other	0.0069	0.9931	other
Hyperdip-50-C31	other	0.00469	0.99531	other
Hyperdip-50-C32	other	0.00502	0.99498	other
Hyperdip-50-C33	other	0.00589	0.99411	other
Hyperdip-50-C34	other	0.01297	0.98703	other
Hyperdip-50-C35 (testset)	other	0.01907	0.98093	other
Hyperdip-50-C36	other	0.01127	0.98873	other
Hyperdip-50-C37	other	0.00888	0.99112	other
Hyperdip-50-C38	other	0.00948	0.99052	other
Hyperdip-50-C39 (testset)	other	0.01202	0.98798	other
Hyperdip-50-C3	other	0.00519	0.99481	other
Hyperdip-50-C40	other	0.00592	0.99408	other
Hyperdip-50-C41 (testset)	other	0.00806	0.99194	other
Hyperdip-50-C42 (testset)	other	0.01037	0.98963	other
Hyperdip-50-C43	other	0.00886	0.99114	other
Hyperdip-50-C4	other	0.00693	0.99307	other
Hyperdip-50-C5 (testset)	other	0.02371	0.97629	other
Hyperdip-50-C6	other	0.01008	0.98992	other
Hyperdip-50-C7 (testset)	other	0.00554	0.99446	other
Hyperdip-50-C8 (testset)	other	0.00532	0.99468	other
Hyperdip-50-C9	other	0.00586	0.99414	other
Hyperdip-50-R1	other	0.01848	0.98152	other
Hyperdip-50-R2 (testset)	other	0.00713	0.99287	other
Hyperdip-50-R3	other	0.08129	0.91871	other
Hyperdip-50-R4	other	0.00891	0.99109	other
Hyperdip-50-R5 (testset)	other	0.00692	0.99308	other
Hyperdip47-50-1	other	0.01008	0.98992	other
Hyperdip47-50-2	other	0.00958	0.99042	other
Hyperdip47-50-3 (testset)	other	0.30624	0.69376	other
Hyperdip47-50-2M1 (testset)	other	0.00529	0.99471	other
Hyperdip47-50-C10 (testset)	other	0.0083	0.9917	other
Hyperdip47-50-C11	other	0.00767	0.99233	other
Hyperdip47-50-C12	other	0.01459	0.98541	other
Hyperdip47-50-C13	other	0.01425	0.98575	other
Hyperdip47-50-C14-N (testset)	other	0.00621	0.99379	other
Hyperdip47-50-C15 (testset)	other	0.00524	0.99476	other
Hyperdip47-50-C16	other	0.00874	0.99126	other
Hyperdip47-50-C17	other	0.00548	0.99452	other
Hyperdip47-50-C18	other	0.0081	0.9919	other
Hyperdip47-50-C19	other	0.14531	0.85469	other
Hyperdip47-50-C1 (testset)	other	0.10633	0.89367	other
Hyperdip47-50-C2 (testset)	other	0.01627	0.98373	other
Hyperdip47-50-C3-N (testset)	other	0.0064	0.9936	other
Hyperdip47-50-C4	other	0.00633	0.99367	other
Hyperdip47-50-C5 (testset)	other	0.22133	0.77867	other
Hyperdip47-50-C6 (testset)	other	0.00719	0.99281	other
Hyperdip47-50-C7	other	0.0057	0.9943	other
Hyperdip47-50-C8	other	0.00709	0.99291	other
Hyperdip47-50-C9	other	0.00426	0.99574	other
Hypodip-1 (testset)	other	0.0079	0.9921	other
Hypodip-2	other	0.02465	0.97535	other
Hypodip-2M1 (testset)	other	0.02568	0.97432	other
Hypodip-C1	other	0.00917	0.99083	other
Hypodip-C2 (testset)	other	0.01287	0.98713	other
Hypodip-C3	other	0.00838	0.99162	other
Hypodip-C4	other	0.00448	0.99552	other
Hypodip-C5	other	0.00481	0.99519	other
Hypodip-C6 (testset)	other	0.00677	0.99323	other
MLL-1 (testset)	other	0.32305	0.67695	other
MLL-2	other	0.59044	0.40956	T-ALL
MLL-3 (testset)	other	0.40229	0.59771	other
MLL-4	other	0.07586	0.92414	other
MLL-5 (testset)	other	0.00851	0.99149	other
MLL-6 (testset)	other	0.57402	0.42598	T-ALL
MLL-7	other	0.00658	0.99342	other
MLL-8 (testset)	other	0.007	0.993	other
MLL-2M1	other	0.07508	0.92492	other
MLL-2M2 (testset)	other	0.00629	0.99371	other
MLL-C1	other	0.02223	0.97777	other
MLL-C2	other	0.0296	0.9704	other
MLL-C3 (testset)	other	0.01237	0.98763	other
MLL-C4	other	0.0121	0.9879	other
MLL-C5	other	0.01128	0.98872	other
MLL-C6	other	0.01084	0.98916	other
MLL-R1 (testset)	other	0.14842	0.85158	other
MLL-R2	other	0.00574	0.99426	other
MLL-R3	other	0.1216	0.8784	other
MLL-R4	other	0.02588	0.97412	other
Normal-1	other	0.00693	0.99307	other
Normal-2	other	0.00709	0.99291	other
Normal-3	other	0.0052	0.9948	other
Normal-C1-N	other	0.00931	0.99069	other
Normal-C10	other	0.02775	0.97225	other
Normal-C11-N (testset)	other	0.00746	0.99254	other
Normal-C12 (testset)	other	0.00864	0.99136	other
Normal-C2-N	other	0.00475	0.99525	other
Normal-C3-N	other	0.00754	0.99246	other
Normal-C4-N	other	0.00535	0.99465	other
Normal-C5	other	0.01491	0.98509	other
Normal-C6 (testset)	other	0.00782	0.99218	other
Normal-C7-N (testset)	other	0.00773	0.99227	other
Normal-C8	other	0.00773	0.99227	other
Normal-C9 (testset)	other	0.00579	0.99421	other
Normal-R1 (testset)	other	0.0184	0.9816	other
Normal-R2-N	other	0.01223	0.98777	other
Normal-R3	other	0.01351	0.98649	other
Pseudodip-1	other	0.00752	0.99248	other
Pseudodip-2	other	0.02249	0.97751	other
Pseudodip-3	other	0.00666	0.99334	other
Pseudodip-4 (testset)	other	0.01453	0.98547	other
Pseudodip-5 (testset)	other	0.00735	0.99265	other
Pseudodip-6 (testset)	other	0.00562	0.99438	other
Pseudodip-7	other	0.00635	0.99365	other
Pseudodip-8-N	other	0.00686	0.99314	other
Pseudodip-9	other	0.01566	0.98434	other
Pseudodip-C10 (testset)	other	0.00878	0.99122	other
Pseudodip-C11 (testset)	other	0.00727	0.99273	other
Pseudodip-C12 (testset)	other	0.02035	0.97965	other
Pseudodip-C13	other	0.01078	0.98922	other
Pseudodip-C14 (testset)	other	0.07907	0.92093	other
Pseudodip-C15	other	0.00566	0.99434	other
Pseudodip-C16-N (testset)	other	0.02024	0.97976	other
Pseudodip-C17	other	0.00652	0.99348	other
Pseudodip-C18	other	0.00901	0.99099	other
Pseudodip-C19	other	0.00771	0.99229	other
Pseudodip-C1	other	0.00956	0.99044	other
Pseudodip-C2-N	other	0.00875	0.99125	other
Pseudodip-C3	other	0.00501	0.99499	other
Pseudodip-C4	other	0.42597	0.57403	other
Pseudodip-C5 (testset)	other	0.0075	0.9925	other
Pseudodip-C6	other	0.01441	0.98559	other
Pseudodip-C7	other	0.00608	0.99392	other
Pseudodip-C8	other	0.02478	0.97522	other
Pseudodip-C9	other	0.00712	0.99288	other
Pseudodip-R1-N (testset)	other	0.00648	0.99352	other
T-ALL-10 (testset)	T-ALL	0.97485	0.02515	T-ALL
T-ALL-1 (testset)	T-ALL	0.90143	0.09857	T-ALL
T-ALL-2 (testset)	T-ALL	0.18042	0.81958	other
T-ALL-3	T-ALL	0.99951	0.00049	T-ALL
T-ALL-4 (testset)	T-ALL	0.99461	0.00539	T-ALL
T-ALL-5 (testset)	T-ALL	0.99821	0.00179	T-ALL
T-ALL-6	T-ALL	0.97908	0.02092	T-ALL
T-ALL-7 (testset)	T-ALL	0.99797	0.00203	T-ALL
T-ALL-8 (testset)	T-ALL	0.99462	0.00538	T-ALL
T-ALL-9	T-ALL	0.98718	0.01282	T-ALL
T-ALL-2M1	T-ALL	0.97832	0.02168	T-ALL
T-ALL-C10	T-ALL	0.99889	0.00111	T-ALL
T-ALL-C11	T-ALL	0.99495	0.00505	T-ALL
T-ALL-C12	T-ALL	0.99484	0.00516	T-ALL
T-ALL-C13	T-ALL	0.99689	0.00311	T-ALL
T-ALL-C14	T-ALL	0.88006	0.11994	T-ALL
T-ALL-C15 (testset)	T-ALL	0.99485	0.00515	T-ALL
T-ALL-C16 (testset)	T-ALL	0.79103	0.20897	T-ALL
T-ALL-C17	T-ALL	0.86788	0.13212	T-ALL
T-ALL-C18	T-ALL	0.87911	0.12089	T-ALL
T-ALL-C19	T-ALL	0.97522	0.02478	T-ALL
T-ALL-C1	T-ALL	0.95606	0.04394	T-ALL
T-ALL-C20	T-ALL	0.99544	0.00456	T-ALL
T-ALL-C21	T-ALL	0.97497	0.02503	T-ALL
T-ALL-C22 (testset)	T-ALL	0.98513	0.01487	T-ALL
T-ALL-C23	T-ALL	0.94606	0.05394	T-ALL
T-ALL-C24 (testset)	T-ALL	0.96572	0.03428	T-ALL
T-ALL-C25 (testset)	T-ALL	0.99065	0.00935	T-ALL
T-ALL-C26	T-ALL	0.9721	0.0279	T-ALL
T-ALL-C2	T-ALL	0.98065	0.01935	T-ALL
T-ALL-C3	T-ALL	0.995	0.005	T-ALL
T-ALL-C4	T-ALL	0.99035	0.00965	T-ALL
T-ALL-C5 (testset)	T-ALL	0.84221	0.15779	T-ALL
T-ALL-C6	T-ALL	0.98411	0.01589	T-ALL
T-ALL-C7 (testset)	T-ALL	0.99358	0.00642	T-ALL
T-ALL-C8	T-ALL	0.90054	0.09946	T-ALL
T-ALL-C9	T-ALL	0.97661	0.02339	T-ALL
T-ALL-R1	T-ALL	0.96809	0.03191	T-ALL
T-ALL-R2	T-ALL	0.99795	0.00205	T-ALL
T-ALL-R3	T-ALL	0.96124	0.03876	T-ALL
T-ALL-R4	T-ALL	0.99231	0.00769	T-ALL
T-ALL-R5	T-ALL	0.8951	0.1049	T-ALL
T-ALL-R6	T-ALL	0.93689	0.06311	T-ALL
TEL-AML1-10	other	0.00887	0.99113	other
TEL-AML1-11 (testset)	other	0.00832	0.99168	other
TEL-AML1-12	other	0.02548	0.97452	other
TEL-AML1-13 (testset)	other	0.00626	0.99374	other
TEL-AML1-14	other	0.00543	0.99457	other
TEL-AML1-1	other	0.01035	0.98965	other
TEL-AML1-2	other	0.01944	0.98056	other
TEL-AML1-3	other	0.01659	0.98341	other
TEL-AML1-4	other	0.00829	0.99171	other
TEL-AML1-5 (testset)	other	0.00764	0.99236	other
TEL-AML1-6	other	0.01088	0.98912	other
TEL-AML1-7	other	0.00683	0.99317	other
TEL-AML1-8 (testset)	other	0.00994	0.99006	other
TEL-AML1-9	other	0.00788	0.99212	other
TEL-AML1-2M1 (testset)	other	0.01148	0.98852	other
TEL-AML1-2M2	other	0.01021	0.98979	other
TEL-AML1-2M3	other	0.00645	0.99355	other
TEL-AML1-2M4 (testset)	other	0.01352	0.98648	other
TEL-AML1-2M5	other	0.0145	0.9855	other
TEL-AML1-C10	other	0.01131	0.98869	other
TEL-AML1-C11	other	0.00978	0.99022	other
TEL-AML1-C12	other	0.01176	0.98824	other
TEL-AML1-C13	other	0.00822	0.99178	other
TEL-AML1-C14 (testset)	other	0.01101	0.98899	other
TEL-AML1-C15	other	0.01773	0.98227	other
TEL-AML1-C16	other	0.00959	0.99041	other
TEL-AML1-C17	other	0.01232	0.98768	other
TEL-AML1-C18	other	0.01109	0.98891	other
TEL-AML1-C19 (testset)	other	0.00675	0.99325	other
TEL-AML1-C1 (testset)	other	0.00808	0.99192	other
TEL-AML1-C20 (testset)	other	0.00511	0.99489	other
TEL-AML1-C21	other	0.01322	0.98678	other
TEL-AML1-C22	other	0.00486	0.99514	other
TEL-AML1-C23 (testset)	other	0.01196	0.98804	other
TEL-AML1-C24	other	0.00883	0.99117	other
TEL-AML1-C25	other	0.00736	0.99264	other
TEL-AML1-C26 (testset)	other	0.00788	0.99212	other
TEL-AML1-C27	other	0.00849	0.99151	other
TEL-AML1-C28 (testset)	other	0.01097	0.98903	other
TEL-AML1-C29	other	0.00903	0.99097	other
TEL-AML1-C2	other	0.00697	0.99303	other
TEL-AML1-C30	other	0.01746	0.98254	other
TEL-AML1-C31 (testset)	other	0.00345	0.99655	other
TEL-AML1-C32	other	0.00939	0.99061	other
TEL-AML1-C33 (testset)	other	0.00646	0.99354	other
TEL-AML1-C34	other	0.00792	0.99208	other
TEL-AML1-C35	other	0.01094	0.98906	other
TEL-AML1-C36 (testset)	other	0.01203	0.98797	other
TEL-AML1-C37	other	0.00793	0.99207	other
TEL-AML1-C38	other	0.00832	0.99168	other
TEL-AML1-C39	other	0.01035	0.98965	other
TEL-AML1-C3	other	0.00609	0.99391	other
TEL-AML1-C40	other	0.01228	0.98772	other
TEL-AML1-C41	other	0.01945	0.98055	other
TEL-AML1-C42	other	0.01186	0.98814	other
TEL-AML1-C43	other	0.01012	0.98988	other
TEL-AML1-C44	other	0.00649	0.99351	other
TEL-AML1-C45	other	0.00625	0.99375	other
TEL-AML1-C46	other	0.01012	0.98988	other
TEL-AML1-C47	other	0.00761	0.99239	other
TEL-AML1-C48	other	0.03821	0.96179	other
TEL-AML1-C49 (testset)	other	0.00661	0.99339	other
TEL-AML1-C4 (testset)	other	0.01151	0.98849	other
TEL-AML1-C50	other	0.00563	0.99437	other
TEL-AML1-C51 (testset)	other	0.01099	0.98901	other
TEL-AML1-C52	other	0.01796	0.98204	other
TEL-AML1-C53 (testset)	other	0.04848	0.95152	other
TEL-AML1-C54	other	0.00499	0.99501	other
TEL-AML1-C55 (testset)	other	0.01039	0.98961	other
TEL-AML1-C56	other	0.01867	0.98133	other
TEL-AML1-C57	other	0.00795	0.99205	other
TEL-AML1-C5 (testset)	other	0.00848	0.99152	other
TEL-AML1-C6	other	0.00611	0.99389	other
TEL-AML1-C7	other	0.01188	0.98812	other
TEL-AML1-C8	other	0.01094	0.98906	other
TEL-AML1-C9	other	0.01872	0.98128	other
TEL-AML1-R1 (testset)	other	0.0138	0.9862	other
TEL-AML1-R2 (testset)	other	0.01524	0.98476	other
TEL-AML1-R3	other	0.00684	0.99316	other