GO:0007179

GO:0007179

transforming growth factor beta receptor signaling pathway

Biological Process

Parent node

GO:0007178	transmembrane receptor protein serine/threonine kinase signaling pathway

6 child nodes

ID	Term	Weight
GO:0030514	negative regulation of BMP signaling pathway	0.00000
GO:0017015	regulation of transforming growth factor beta receptor signaling pathway	0.00000
GO:0007183	SMAD protein heteromerization	0.00000
GO:0007184	SMAD protein nuclear translocation	0.00000
GO:0007181	transforming growth factor beta receptor complex assembly	0.00000
GO:0007179a	transforming growth factor beta receptor signaling pathway (annotated genes)	1

Performance on training data

• Error rate: 0.02963
• Performance: 0.19826
• Redundancy: 2.97205

	Sensitivity	Specificity
NORMAL	0.72727	0.99194
other	0.99194	0.72727

Performance on test data

• Error rate: 0.05882
• Performance: 0.22217
• Redundancy: 2.9564

	Sensitivity	Specificity
NORMAL	0.5	0.98387
other	0.98387	0.5

Predictions

	Class	NORMAL	other	Predictionn
CL2001031606AA	other	0.02467	0.97533	other
CL2001031607AA	other	0.05681	0.94319	other
CL2001031608AA	other	0.04342	0.95658	other
CL2001031609AA	other	0.00807	0.99193	other
CL2001031611AA	other	0.01209	0.98791	other
CL2001031612AA	other	0.1131	0.8869	other
CL2001031613AA	other	0.05613	0.94387	other
CL2001031615AA	other	0.01979	0.98021	other
CL2001031616AA (testset)	other	0.02655	0.97345	other
CL2001031618AA	other	0.0292	0.9708	other
CL2001031620AA (testset)	other	0.06016	0.93984	other
CL2001031621AA (testset)	other	0.03222	0.96778	other
CL2001031622AA	other	0.01074	0.98926	other
CL2001031625AA	other	0.0177	0.9823	other
CL2001031627AA (testset)	other	0.05161	0.94839	other
CL2001031628AA (testset)	other	0.01942	0.98058	other
CL2001031629AA	other	0.02187	0.97813	other
CL2001031630AA (testset)	other	0.01727	0.98273	other
CL2001031631AA	other	0.01056	0.98944	other
CL2001031632AA	other	0.01127	0.98873	other
CL2001031634AA	other	0.03847	0.96153	other
CL2001031635AA	other	0.02868	0.97132	other
CL2001031636AA	other	0.00842	0.99158	other
CL2001032002AA	other	0.0085	0.9915	other
CL2001032005AA	other	0.01672	0.98328	other
CL2001032008AA	other	0.0204	0.9796	other
CL2001032009AA (testset)	other	0.00849	0.99151	other
CL2001032010AA (testset)	NORMAL	0.10961	0.89039	other
CL2001032011AA (testset)	other	0.03165	0.96835	other
CL2001032012AA (testset)	other	0.0141	0.9859	other
CL2001032013AA (testset)	other	0.04226	0.95774	other
CL2001032015AA	other	0.29762	0.70238	other
CL2001032016AA (testset)	other	0.01164	0.98836	other
CL2001032019AA	other	0.0347	0.9653	other
CL2001032020AA (testset)	other	0.01432	0.98568	other
CL2001032025AA	other	0.03116	0.96884	other
CL2001032026AA	other	0.06801	0.93199	other
CL2001032027AA	other	0.01496	0.98504	other
CL2001032030AA	other	0.00791	0.99209	other
CL2001032031AA (testset)	other	0.09545	0.90455	other
CL2001032032AA	other	0.02421	0.97579	other
CL2001032034AA	other	0.28248	0.71752	other
CL2001032036AA	other	0.02006	0.97994	other
CL2001032041AA	NORMAL	0.64401	0.35599	NORMAL
CL2001032043AA	NORMAL	0.82675	0.17325	NORMAL
CL2001032044AA	other	0.0106	0.9894	other
CL2001032045AA (testset)	NORMAL	0.4623	0.5377	other
CL2001032046AA	NORMAL	0.35552	0.64448	other
CL2001032101AA	other	0.02258	0.97742	other
CL2001032102AA	NORMAL	0.71038	0.28962	NORMAL
CL2001032103AA	other	0.0271	0.9729	other
CL2001032104AA	other	0.01573	0.98427	other
CL2001032105AA	other	0.01794	0.98206	other
CL2001032107AA	other	0.01392	0.98608	other
CL2001032108AA	other	0.04249	0.95751	other
CL2001032109AA (testset)	other	0.02465	0.97535	other
CL2001032110AA	other	0.02534	0.97466	other
CL2001032111AA	other	0.04478	0.95522	other
CL2001032113AA (testset)	other	0.00931	0.99069	other
CL2001032114AA	other	0.01853	0.98147	other
CL2001032115AA (testset)	other	0.00922	0.99078	other
CL2001032116AA (testset)	other	0.01656	0.98344	other
CL2001032117AA	other	0.01549	0.98451	other
CL2001032121AA	other	0.02785	0.97215	other
CL2001032122AA	other	0.00913	0.99087	other
CL2001032124AA	other	0.0127	0.9873	other
CL2001032125AA	other	0.17732	0.82268	other
CL2001032127AA (testset)	other	0.75009	0.24991	NORMAL
CL2001032128AA (testset)	NORMAL	0.63761	0.36239	NORMAL
CL2001032129AA (testset)	other	0.05331	0.94669	other
CL2001032130AA	other	0.00849	0.99151	other
CL2001032132AA	other	0.01314	0.98686	other
CL2001032134AA (testset)	other	0.07079	0.92921	other
CL2001032135AA	other	0.02591	0.97409	other
CL2001032136AA (testset)	other	0.05746	0.94254	other
CL2001032138AA (testset)	other	0.01255	0.98745	other
CL2001032141AA (testset)	other	0.0186	0.9814	other
CL2001032142AA	other	0.04402	0.95598	other
CL2001032144AA	other	0.01134	0.98866	other
CL2001032145AA	other	0.17214	0.82786	other
CL2001032147AA	NORMAL	0.7119	0.2881	NORMAL
CL2001032149AA (testset)	other	0.02812	0.97188	other
CL2001032151AA	other	0.27785	0.72215	other
CL2001032152AA	other	0.15194	0.84806	other
CL2001032153AA	other	0.10918	0.89082	other
CL2001032155AA	other	0.14332	0.85668	other
CL2001032156AA (testset)	other	0.12761	0.87239	other
CL2001032202AA (testset)	NORMAL	0.94855	0.05145	NORMAL
CL2001032206AA	NORMAL	0.58067	0.41933	NORMAL
CL2001032207AA	other	0.03539	0.96461	other
CL2001032209AA	other	0.06358	0.93642	other
CL2001032210AA	other	0.01196	0.98804	other
CL2001032211AA (testset)	other	0.0094	0.9906	other
CL2001032212AA	other	0.01421	0.98579	other
CL2001032213AA	other	0.03064	0.96936	other
CL2001032214AA (testset)	other	0.21251	0.78749	other
CL2001032217AA (testset)	other	0.01708	0.98292	other
CL2001032218AA	other	0.01575	0.98425	other
CL2001032219AA (testset)	other	0.0666	0.9334	other
CL2001032220AA	NORMAL	0.64832	0.35168	NORMAL
CL2001032222AA (testset)	other	0.01113	0.98887	other
CL2001032229AA (testset)	other	0.02262	0.97738	other
CL2001032231AA	other	0.02984	0.97016	other
CL2001032232AA	other	0.01932	0.98068	other
CL2001032233AA (testset)	other	0.02124	0.97876	other
CL2001032238AA	other	0.1132	0.8868	other
CL2001032239AA	other	0.01816	0.98184	other
CL2001032240AA	other	0.01585	0.98415	other
CL2001032241AA (testset)	other	0.04263	0.95737	other
CL2001032242AA	other	0.0079	0.9921	other
CL2001032243AA	other	0.04347	0.95653	other
CL2001032248AA	other	0.00617	0.99383	other
CL2001032249AA (testset)	other	0.02412	0.97588	other
CL2001032252AA (testset)	other	0.01187	0.98813	other
CL2001032254AA (testset)	other	0.01717	0.98283	other
CL2001032255AA	other	0.00989	0.99011	other
CL2001032256AA (testset)	NORMAL	0.44047	0.55953	other
CL2001032259AA (testset)	other	0.01472	0.98528	other
CL2001032260AA	other	0.02369	0.97631	other
CL2001032301AA	other	0.03859	0.96141	other
CL2001032304AA	NORMAL	0.14579	0.85421	other
CL2001032305AA (testset)	other	0.02686	0.97314	other
CL2001032306AA (testset)	other	0.01469	0.98531	other
CL2001032307AA (testset)	other	0.14378	0.85622	other
CL2001032308AA	other	0.01099	0.98901	other
CL2001032309AA	other	0.0135	0.9865	other
CL2001032310AA	other	0.01386	0.98614	other
CL2001032311AA (testset)	other	0.01897	0.98103	other
CL2001032312AA	other	0.01945	0.98055	other
CL2001032313AA (testset)	other	0.01199	0.98801	other
CL2001032314AA (testset)	other	0.00971	0.99029	other
CL2001032316AA	other	0.01298	0.98702	other
CL2001032601AA	other	0.01466	0.98534	other
CL2001032602AA	other	0.01023	0.98977	other
CL2001032604AA	other	0.01502	0.98498	other
CL2001032607AA	other	0.07119	0.92881	other
CL2001032608AA	other	0.02597	0.97403	other
CL2001032610AA	other	0.01358	0.98642	other
CL2001032612AA	other	0.03054	0.96946	other
CL2001032613AA (testset)	other	0.01407	0.98593	other
CL2001032614AA	other	0.01694	0.98306	other
CL2001032616AA	other	0.0239	0.9761	other
CL2001032617AA (testset)	other	0.01712	0.98288	other
CL2001032620AA (testset)	other	0.01092	0.98908	other
CL2001032625AA	other	0.01435	0.98565	other
CL2001032627AA	other	0.01171	0.98829	other
CL2001032628AA	other	0.01095	0.98905	other
CL2001032629AA	other	0.0389	0.9611	other
CL2001032630AA (testset)	other	0.02378	0.97622	other
CL2001032632AA	other	0.01286	0.98714	other
CL2001032638AA	other	0.03894	0.96106	other
CL2001032640AA (testset)	other	0.00857	0.99143	other
CL2001032643AA	other	0.01853	0.98147	other
CL2001032644AA (testset)	other	0.03667	0.96333	other
CL2001032647AA	other	0.03787	0.96213	other
CL2001032701AA	other	0.01482	0.98518	other
CL2001032702AA	other	0.01615	0.98385	other
CL2001032703AA	other	0.00891	0.99109	other
CL2001032704AA	other	0.01394	0.98606	other
CL2001032706AA (testset)	other	0.02123	0.97877	other
CL2001032709AA	other	0.01052	0.98948	other
CL2001032716AA	other	0.0204	0.9796	other
CL2001032717AA	other	0.01671	0.98329	other
CL2001032718AA (testset)	NORMAL	0.84729	0.15271	NORMAL
CL2001032719AA	other	0.01852	0.98148	other
CL2001032720AA	other	0.00917	0.99083	other
CL2001032722AA	other	0.00898	0.99102	other
CL2001032724AA	NORMAL	0.1657	0.8343	other
CL2001032725AA	NORMAL	0.79503	0.20497	NORMAL
CL2001032727AA	NORMAL	0.67292	0.32708	NORMAL
CL2001032729AA	other	0.01039	0.98961	other
CL2001032730AA (testset)	other	0.01224	0.98776	other
CL2001032732AA (testset)	other	0.0079	0.9921	other
CL2001032733AA	other	0.01076	0.98924	other
CL2001032738AA (testset)	other	0.00893	0.99107	other
CL2001032742AA (testset)	other	0.01002	0.98998	other
CL2001032746AA	other	0.0106	0.9894	other
CL2001032747AA	other	0.02612	0.97388	other
CL2001032833AA	other	0.00907	0.99093	other
CL2001032836AA (testset)	other	0.00789	0.99211	other
CL2001032838AA (testset)	other	0.01099	0.98901	other
CL2001032839AA	other	0.02477	0.97523	other
CL2001032841AA	other	0.01408	0.98592	other
CL2001032842AA	other	0.00534	0.99466	other
CL2001032843AA (testset)	other	0.00838	0.99162	other
CL2001032845AA (testset)	other	0.02963	0.97037	other
CL2001032846AA	other	0.01651	0.98349	other
CL2001032847AA	other	0.02163	0.97837	other
CL2001032848AA	other	0.66033	0.33967	NORMAL
CL2001032850AA	other	0.01803	0.98197	other
CL2001032853AA	other	0.03447	0.96553	other
CL2001032854AA (testset)	other	0.07878	0.92122	other
CL2001032856AA	other	0.01593	0.98407	other
CL2001032857AA	other	0.01901	0.98099	other
CL2001032860AA (testset)	other	0.02155	0.97845	other
CL2001040305AA	other	0.00922	0.99078	other
CL2001040306AA	other	0.01291	0.98709	other
CL2001041708AA	other	0.00963	0.99037	other
CL2001041711AA	other	0.02327	0.97673	other
CL2001041716AA	other	0.13553	0.86447	other
CL2001042501AA (testset)	other	0.00385	0.99615	other
CL2001042505AA	other	0.03626	0.96374	other
CL2001042506AA (testset)	other	0.0527	0.9473	other