GO:0007165

GO:0007165

signal transduction

Biological Process

Parent node

GO:0007154	cell communication

5 child nodes

ID	Term	Weight
GO:0007166	cell surface receptor linked signal transduction	0.29875
GO:0007242	intracellular signaling cascade	0.31553
GO:0009966	regulation of signal transduction	0.00000
GO:0000160	two-component signal transduction system (phosphorelay)	0.00000
GO:0007165a	signal transduction (annotated genes)	0.3857186

Performance on training data

• Error rate: 0
• Performance: 0.0174
• Redundancy: 5.27353

	Sensitivity	Specificity
T-ALL	1	1
other	1	1

Performance on test data

• Error rate: 0.01835
• Performance: 0.13577
• Redundancy: 5.11484

	Sensitivity	Specificity
T-ALL	0.85714	1
other	1	0.85714

Predictions

	Class	T-ALL	other	Predictionn
BCR-ABL-1	other	0.00146	0.99854	other
BCR-ABL-2	other	0.00258	0.99742	other
BCR-ABL-3 (testset)	other	0.00079	0.99921	other
BCR-ABL-4	other	0.00138	0.99862	other
BCR-ABL-5	other	0.00101	0.99899	other
BCR-ABL-6 (testset)	other	0.03781	0.96219	other
BCR-ABL-7 (testset)	other	0.00873	0.99127	other
BCR-ABL-8 (testset)	other	0.00034	0.99966	other
BCR-ABL-9 (testset)	other	0.00052	0.99948	other
BCR-ABL-C1 (testset)	other	0.00121	0.99879	other
BCR-ABL-Hyperdip-10 (testset)	other	0.00058	0.99942	other
BCR-ABL-Hyperdip-R5	other	6e-04	0.9994	other
BCR-ABL-R1	other	0.0018	0.9982	other
BCR-ABL-R2	other	0.00419	0.99581	other
BCR-ABL-R3 (testset)	other	0.01354	0.98646	other
E2A-PBX1-10	other	0.00049	0.99951	other
E2A-PBX1-11	other	0.00038	0.99962	other
E2A-PBX1-12 (testset)	other	3e-04	0.9997	other
E2A-PBX1-13	other	0.00475	0.99525	other
E2A-PBX1-1	other	0.00063	0.99937	other
E2A-PBX1-2	other	0.00092	0.99908	other
E2A-PBX1-3	other	0.00056	0.99944	other
E2A-PBX1-4 (testset)	other	0.00042	0.99958	other
E2A-PBX1-5	other	0.00081	0.99919	other
E2A-PBX1-6	other	0.00029	0.99971	other
E2A-PBX1-7	other	0.00069	0.99931	other
E2A-PBX1-8	other	0.0025	0.9975	other
E2A-PBX1-9	other	0.01172	0.98828	other
E2A-PBX1-2M1	other	0.00035	0.99965	other
E2A-PBX1-C10	other	0.00419	0.99581	other
E2A-PBX1-C11	other	0.00042	0.99958	other
E2A-PBX1-C12	other	0.00208	0.99792	other
E2A-PBX1-C1	other	0.00431	0.99569	other
E2A-PBX1-C2	other	0.00245	0.99755	other
E2A-PBX1-C3 (testset)	other	0.00021	0.99979	other
E2A-PBX1-C4	other	0.00054	0.99946	other
E2A-PBX1-C5 (testset)	other	0.00024	0.99976	other
E2A-PBX1-C6	other	0.00023	0.99977	other
E2A-PBX1-C7	other	0.00053	0.99947	other
E2A-PBX1-C8	other	0.02516	0.97484	other
E2A-PBX1-C9	other	0.00064	0.99936	other
E2A-PBX1-R1	other	3e-04	0.9997	other
Hyperdip-50-10	other	0.0027	0.9973	other
Hyperdip-50-11 (testset)	other	0.04075	0.95925	other
Hyperdip-50-12	other	0.00065	0.99935	other
Hyperdip-50-13 (testset)	other	0.00094	0.99906	other
Hyperdip-50-14	other	0.00041	0.99959	other
Hyperdip-50-1	other	0.00046	0.99954	other
Hyperdip-50-2	other	0.00113	0.99887	other
Hyperdip-50-3 (testset)	other	0.00042	0.99958	other
Hyperdip-50-4 (testset)	other	0.12186	0.87814	other
Hyperdip-50-5 (testset)	other	2e-04	0.9998	other
Hyperdip-50-6	other	0.00117	0.99883	other
Hyperdip-50-7	other	0.00035	0.99965	other
Hyperdip-50-8 (testset)	other	0.00026	0.99974	other
Hyperdip-50-9	other	0.00054	0.99946	other
Hyperdip-50-2M1	other	0.00265	0.99735	other
Hyperdip-50-2M2 (testset)	other	0.00019	0.99981	other
Hyperdip-50-C10	other	0.00095	0.99905	other
Hyperdip-50-C11 (testset)	other	0.00049	0.99951	other
Hyperdip-50-C12	other	0.00057	0.99943	other
Hyperdip-50-C13	other	0.00078	0.99922	other
Hyperdip-50-C14	other	0.00091	0.99909	other
Hyperdip-50-C15	other	0.00037	0.99963	other
Hyperdip-50-C16	other	0.00071	0.99929	other
Hyperdip-50-C17	other	0.00122	0.99878	other
Hyperdip-50-C18	other	0.00035	0.99965	other
Hyperdip-50-C19 (testset)	other	0.00058	0.99942	other
Hyperdip-50-C1	other	0.00054	0.99946	other
Hyperdip-50-C20	other	0.00369	0.99631	other
Hyperdip-50-C21	other	0.00061	0.99939	other
Hyperdip-50-C22 (testset)	other	0.00029	0.99971	other
Hyperdip-50-C23	other	0.00024	0.99976	other
Hyperdip-50-C24	other	0.00094	0.99906	other
Hyperdip-50-C25	other	0.00072	0.99928	other
Hyperdip-50-C26	other	0.00032	0.99968	other
Hyperdip-50-C27-N	other	0.00041	0.99959	other
Hyperdip-50-C28	other	0.00082	0.99918	other
Hyperdip-50-C29 (testset)	other	0.00052	0.99948	other
Hyperdip-50-C2 (testset)	other	0.00593	0.99407	other
Hyperdip-50-C30	other	0.00051	0.99949	other
Hyperdip-50-C31	other	0.00039	0.99961	other
Hyperdip-50-C32	other	0.00025	0.99975	other
Hyperdip-50-C33	other	0.00021	0.99979	other
Hyperdip-50-C34	other	0.00074	0.99926	other
Hyperdip-50-C35 (testset)	other	0.00131	0.99869	other
Hyperdip-50-C36	other	0.00104	0.99896	other
Hyperdip-50-C37	other	0.00062	0.99938	other
Hyperdip-50-C38	other	0.00123	0.99877	other
Hyperdip-50-C39 (testset)	other	0.00071	0.99929	other
Hyperdip-50-C3	other	0.00027	0.99973	other
Hyperdip-50-C40	other	0.00047	0.99953	other
Hyperdip-50-C41 (testset)	other	0.00166	0.99834	other
Hyperdip-50-C42 (testset)	other	0.00389	0.99611	other
Hyperdip-50-C43	other	0.00068	0.99932	other
Hyperdip-50-C4	other	0.00037	0.99963	other
Hyperdip-50-C5 (testset)	other	0.02515	0.97485	other
Hyperdip-50-C6	other	0.00059	0.99941	other
Hyperdip-50-C7 (testset)	other	0.00042	0.99958	other
Hyperdip-50-C8 (testset)	other	0.00018	0.99982	other
Hyperdip-50-C9	other	0.00026	0.99974	other
Hyperdip-50-R1	other	0.00299	0.99701	other
Hyperdip-50-R2 (testset)	other	0.00043	0.99957	other
Hyperdip-50-R3	other	2e-04	0.9998	other
Hyperdip-50-R4	other	0.00066	0.99934	other
Hyperdip-50-R5 (testset)	other	0.00052	0.99948	other
Hyperdip47-50-1	other	7e-04	0.9993	other
Hyperdip47-50-2	other	0.00159	0.99841	other
Hyperdip47-50-3 (testset)	other	0.27067	0.72933	other
Hyperdip47-50-2M1 (testset)	other	0.00043	0.99957	other
Hyperdip47-50-C10 (testset)	other	0.0021	0.9979	other
Hyperdip47-50-C11	other	0.00089	0.99911	other
Hyperdip47-50-C12	other	0.02678	0.97322	other
Hyperdip47-50-C13	other	0.00109	0.99891	other
Hyperdip47-50-C14-N (testset)	other	0.00029	0.99971	other
Hyperdip47-50-C15 (testset)	other	0.00054	0.99946	other
Hyperdip47-50-C16	other	0.00053	0.99947	other
Hyperdip47-50-C17	other	0.00098	0.99902	other
Hyperdip47-50-C18	other	0.00038	0.99962	other
Hyperdip47-50-C19	other	0.0045	0.9955	other
Hyperdip47-50-C1 (testset)	other	0.00027	0.99973	other
Hyperdip47-50-C2 (testset)	other	0.0037	0.9963	other
Hyperdip47-50-C3-N (testset)	other	0.00025	0.99975	other
Hyperdip47-50-C4	other	0.00036	0.99964	other
Hyperdip47-50-C5 (testset)	other	0.04801	0.95199	other
Hyperdip47-50-C6 (testset)	other	0.00291	0.99709	other
Hyperdip47-50-C7	other	0.00073	0.99927	other
Hyperdip47-50-C8	other	0.00145	0.99855	other
Hyperdip47-50-C9	other	0.00032	0.99968	other
Hypodip-1 (testset)	other	0.0029	0.9971	other
Hypodip-2	other	0.06719	0.93281	other
Hypodip-2M1 (testset)	other	0.01059	0.98941	other
Hypodip-C1	other	0.00181	0.99819	other
Hypodip-C2 (testset)	other	0.00064	0.99936	other
Hypodip-C3	other	0.00174	0.99826	other
Hypodip-C4	other	0.00078	0.99922	other
Hypodip-C5	other	0.00057	0.99943	other
Hypodip-C6 (testset)	other	0.00029	0.99971	other
MLL-1 (testset)	other	0.00055	0.99945	other
MLL-2	other	0.00018	0.99982	other
MLL-3 (testset)	other	0.00032	0.99968	other
MLL-4	other	3e-04	0.9997	other
MLL-5 (testset)	other	9e-05	0.99991	other
MLL-6 (testset)	other	0.00068	0.99932	other
MLL-7	other	0.00015	0.99985	other
MLL-8 (testset)	other	0.00027	0.99973	other
MLL-2M1	other	0.00041	0.99959	other
MLL-2M2 (testset)	other	0.00019	0.99981	other
MLL-C1	other	0.00011	0.99989	other
MLL-C2	other	0.00062	0.99938	other
MLL-C3 (testset)	other	0.05184	0.94816	other
MLL-C4	other	0.00021	0.99979	other
MLL-C5	other	0.0263	0.9737	other
MLL-C6	other	0.00223	0.99777	other
MLL-R1 (testset)	other	0.00048	0.99952	other
MLL-R2	other	0.00018	0.99982	other
MLL-R3	other	0.00035	0.99965	other
MLL-R4	other	0.00034	0.99966	other
Normal-1	other	0.00041	0.99959	other
Normal-2	other	0.00108	0.99892	other
Normal-3	other	0.00074	0.99926	other
Normal-C1-N	other	0.00145	0.99855	other
Normal-C10	other	0.00029	0.99971	other
Normal-C11-N (testset)	other	0.00063	0.99937	other
Normal-C12 (testset)	other	9e-04	0.9991	other
Normal-C2-N	other	0.00039	0.99961	other
Normal-C3-N	other	0.00039	0.99961	other
Normal-C4-N	other	0.00029	0.99971	other
Normal-C5	other	0.00291	0.99709	other
Normal-C6 (testset)	other	0.00033	0.99967	other
Normal-C7-N (testset)	other	0.00032	0.99968	other
Normal-C8	other	0.00186	0.99814	other
Normal-C9 (testset)	other	0.00488	0.99512	other
Normal-R1 (testset)	other	0.00148	0.99852	other
Normal-R2-N	other	0.00088	0.99912	other
Normal-R3	other	6e-04	0.9994	other
Pseudodip-1	other	6e-04	0.9994	other
Pseudodip-2	other	0.05842	0.94158	other
Pseudodip-3	other	0.00079	0.99921	other
Pseudodip-4 (testset)	other	0.00673	0.99327	other
Pseudodip-5 (testset)	other	0.00049	0.99951	other
Pseudodip-6 (testset)	other	0.00015	0.99985	other
Pseudodip-7	other	0.0054	0.9946	other
Pseudodip-8-N	other	0.00022	0.99978	other
Pseudodip-9	other	0.00291	0.99709	other
Pseudodip-C10 (testset)	other	0.00613	0.99387	other
Pseudodip-C11 (testset)	other	0.07674	0.92326	other
Pseudodip-C12 (testset)	other	0.01173	0.98827	other
Pseudodip-C13	other	0.00098	0.99902	other
Pseudodip-C14 (testset)	other	0.00807	0.99193	other
Pseudodip-C15	other	0.00057	0.99943	other
Pseudodip-C16-N (testset)	other	0.00795	0.99205	other
Pseudodip-C17	other	0.00087	0.99913	other
Pseudodip-C18	other	0.00079	0.99921	other
Pseudodip-C19	other	0.00086	0.99914	other
Pseudodip-C1	other	0.00137	0.99863	other
Pseudodip-C2-N	other	0.00037	0.99963	other
Pseudodip-C3	other	0.00036	0.99964	other
Pseudodip-C4	other	0.00024	0.99976	other
Pseudodip-C5 (testset)	other	0.00031	0.99969	other
Pseudodip-C6	other	0.00169	0.99831	other
Pseudodip-C7	other	0.00045	0.99955	other
Pseudodip-C8	other	0.00043	0.99957	other
Pseudodip-C9	other	6e-04	0.9994	other
Pseudodip-R1-N (testset)	other	0.00016	0.99984	other
T-ALL-10 (testset)	T-ALL	0.99701	0.00299	T-ALL
T-ALL-1 (testset)	T-ALL	0.99521	0.00479	T-ALL
T-ALL-2 (testset)	T-ALL	0.00826	0.99174	other
T-ALL-3	T-ALL	0.99999	1e-05	T-ALL
T-ALL-4 (testset)	T-ALL	0.99953	0.00047	T-ALL
T-ALL-5 (testset)	T-ALL	0.99599	0.00401	T-ALL
T-ALL-6	T-ALL	0.99416	0.00584	T-ALL
T-ALL-7 (testset)	T-ALL	0.99982	0.00018	T-ALL
T-ALL-8 (testset)	T-ALL	0.99889	0.00111	T-ALL
T-ALL-9	T-ALL	0.99776	0.00224	T-ALL
T-ALL-2M1	T-ALL	0.99997	3e-05	T-ALL
T-ALL-C10	T-ALL	0.99986	0.00014	T-ALL
T-ALL-C11	T-ALL	0.99896	0.00104	T-ALL
T-ALL-C12	T-ALL	0.96807	0.03193	T-ALL
T-ALL-C13	T-ALL	0.99561	0.00439	T-ALL
T-ALL-C14	T-ALL	0.87565	0.12435	T-ALL
T-ALL-C15 (testset)	T-ALL	0.9996	4e-04	T-ALL
T-ALL-C16 (testset)	T-ALL	0.87984	0.12016	T-ALL
T-ALL-C17	T-ALL	0.81916	0.18084	T-ALL
T-ALL-C18	T-ALL	0.89971	0.10029	T-ALL
T-ALL-C19	T-ALL	0.99259	0.00741	T-ALL
T-ALL-C1	T-ALL	0.93281	0.06719	T-ALL
T-ALL-C20	T-ALL	0.99942	0.00058	T-ALL
T-ALL-C21	T-ALL	0.99974	0.00026	T-ALL
T-ALL-C22 (testset)	T-ALL	0.99383	0.00617	T-ALL
T-ALL-C23	T-ALL	0.90488	0.09512	T-ALL
T-ALL-C24 (testset)	T-ALL	0.99436	0.00564	T-ALL
T-ALL-C25 (testset)	T-ALL	0.99814	0.00186	T-ALL
T-ALL-C26	T-ALL	0.94077	0.05923	T-ALL
T-ALL-C2	T-ALL	0.99895	0.00105	T-ALL
T-ALL-C3	T-ALL	0.99876	0.00124	T-ALL
T-ALL-C4	T-ALL	0.9917	0.0083	T-ALL
T-ALL-C5 (testset)	T-ALL	0.29936	0.70064	other
T-ALL-C6	T-ALL	0.99864	0.00136	T-ALL
T-ALL-C7 (testset)	T-ALL	0.99972	0.00028	T-ALL
T-ALL-C8	T-ALL	0.8713	0.1287	T-ALL
T-ALL-C9	T-ALL	0.99043	0.00957	T-ALL
T-ALL-R1	T-ALL	0.99432	0.00568	T-ALL
T-ALL-R2	T-ALL	0.99969	0.00031	T-ALL
T-ALL-R3	T-ALL	0.99847	0.00153	T-ALL
T-ALL-R4	T-ALL	0.99438	0.00562	T-ALL
T-ALL-R5	T-ALL	0.92448	0.07552	T-ALL
T-ALL-R6	T-ALL	0.92836	0.07164	T-ALL
TEL-AML1-10	other	0.00238	0.99762	other
TEL-AML1-11 (testset)	other	0.00043	0.99957	other
TEL-AML1-12	other	0.00747	0.99253	other
TEL-AML1-13 (testset)	other	0.0024	0.9976	other
TEL-AML1-14	other	0.00057	0.99943	other
TEL-AML1-1	other	0.00057	0.99943	other
TEL-AML1-2	other	0.0017	0.9983	other
TEL-AML1-3	other	0.00948	0.99052	other
TEL-AML1-4	other	0.00047	0.99953	other
TEL-AML1-5 (testset)	other	0.00114	0.99886	other
TEL-AML1-6	other	0.00033	0.99967	other
TEL-AML1-7	other	0.00066	0.99934	other
TEL-AML1-8 (testset)	other	7e-04	0.9993	other
TEL-AML1-9	other	0.00137	0.99863	other
TEL-AML1-2M1 (testset)	other	0.00175	0.99825	other
TEL-AML1-2M2	other	0.00053	0.99947	other
TEL-AML1-2M3	other	0.00037	0.99963	other
TEL-AML1-2M4 (testset)	other	0.00437	0.99563	other
TEL-AML1-2M5	other	0.00039	0.99961	other
TEL-AML1-C10	other	0.00102	0.99898	other
TEL-AML1-C11	other	0.00163	0.99837	other
TEL-AML1-C12	other	0.00035	0.99965	other
TEL-AML1-C13	other	0.00073	0.99927	other
TEL-AML1-C14 (testset)	other	9e-04	0.9991	other
TEL-AML1-C15	other	0.0016	0.9984	other
TEL-AML1-C16	other	0.00042	0.99958	other
TEL-AML1-C17	other	0.00093	0.99907	other
TEL-AML1-C18	other	0.00045	0.99955	other
TEL-AML1-C19 (testset)	other	0.00031	0.99969	other
TEL-AML1-C1 (testset)	other	0.00124	0.99876	other
TEL-AML1-C20 (testset)	other	0.00082	0.99918	other
TEL-AML1-C21	other	0.00074	0.99926	other
TEL-AML1-C22	other	0.06691	0.93309	other
TEL-AML1-C23 (testset)	other	0.00059	0.99941	other
TEL-AML1-C24	other	0.00145	0.99855	other
TEL-AML1-C25	other	0.0017	0.9983	other
TEL-AML1-C26 (testset)	other	0.00117	0.99883	other
TEL-AML1-C27	other	0.00029	0.99971	other
TEL-AML1-C28 (testset)	other	0.00127	0.99873	other
TEL-AML1-C29	other	0.00082	0.99918	other
TEL-AML1-C2	other	0.00978	0.99022	other
TEL-AML1-C30	other	0.00298	0.99702	other
TEL-AML1-C31 (testset)	other	0.00059	0.99941	other
TEL-AML1-C32	other	0.01109	0.98891	other
TEL-AML1-C33 (testset)	other	2e-04	0.9998	other
TEL-AML1-C34	other	0.00041	0.99959	other
TEL-AML1-C35	other	0.00121	0.99879	other
TEL-AML1-C36 (testset)	other	0.00076	0.99924	other
TEL-AML1-C37	other	0.00058	0.99942	other
TEL-AML1-C38	other	0.00099	0.99901	other
TEL-AML1-C39	other	0.00057	0.99943	other
TEL-AML1-C3	other	0.00098	0.99902	other
TEL-AML1-C40	other	0.00065	0.99935	other
TEL-AML1-C41	other	0.0015	0.9985	other
TEL-AML1-C42	other	0.00202	0.99798	other
TEL-AML1-C43	other	0.00032	0.99968	other
TEL-AML1-C44	other	0.00204	0.99796	other
TEL-AML1-C45	other	0.00027	0.99973	other
TEL-AML1-C46	other	0.02249	0.97751	other
TEL-AML1-C47	other	0.00036	0.99964	other
TEL-AML1-C48	other	0.12015	0.87985	other
TEL-AML1-C49 (testset)	other	0.00032	0.99968	other
TEL-AML1-C4 (testset)	other	0.00141	0.99859	other
TEL-AML1-C50	other	6e-04	0.9994	other
TEL-AML1-C51 (testset)	other	0.00053	0.99947	other
TEL-AML1-C52	other	0.0034	0.9966	other
TEL-AML1-C53 (testset)	other	0.12684	0.87316	other
TEL-AML1-C54	other	0.00052	0.99948	other
TEL-AML1-C55 (testset)	other	0.00458	0.99542	other
TEL-AML1-C56	other	0.00191	0.99809	other
TEL-AML1-C57	other	0.00157	0.99843	other
TEL-AML1-C5 (testset)	other	0.00235	0.99765	other
TEL-AML1-C6	other	0.00081	0.99919	other
TEL-AML1-C7	other	0.00383	0.99617	other
TEL-AML1-C8	other	0.00043	0.99957	other
TEL-AML1-C9	other	0.00348	0.99652	other
TEL-AML1-R1 (testset)	other	0.00103	0.99897	other
TEL-AML1-R2 (testset)	other	0.00419	0.99581	other
TEL-AML1-R3	other	0.00033	0.99967	other