GO:0007275

GO:0007275

development

Biological Process

Parent node

GO:0008150	biological_process

17 child nodes

ID	Term	Weight
GO:0030154	cell differentiation	0.00000
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	1
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:0007275	development	0.00000

Performance on training data

• Error rate: 0.00735
• Performance: 0.07426
• Redundancy: 5.05701

	Sensitivity	Specificity
CARCINOID	1	0.9918
other	0.9918	1

Performance on test data

• Error rate: 0.01493
• Performance: 0.11838
• Redundancy: 4.48436

	Sensitivity	Specificity
CARCINOID	1	0.98361
other	0.98361	1

Predictions

	Class	CARCINOID	other	Predictionn
CL2001031606AA (testset)	other	0.02366	0.97634	other
CL2001031607AA	other	0.05721	0.94279	other
CL2001031608AA	other	0.00163	0.99837	other
CL2001031609AA	CARCINOID	0.98663	0.01337	CARCINOID
CL2001031611AA	other	0.00178	0.99822	other
CL2001031612AA (testset)	other	0.00041	0.99959	other
CL2001031613AA	other	0.00264	0.99736	other
CL2001031615AA	other	0.00738	0.99262	other
CL2001031616AA	other	0.00176	0.99824	other
CL2001031618AA	other	0.02201	0.97799	other
CL2001031620AA (testset)	other	0.00945	0.99055	other
CL2001031621AA	other	0.14262	0.85738	other
CL2001031622AA (testset)	other	0.00377	0.99623	other
CL2001031625AA	other	0.00068	0.99932	other
CL2001031627AA	other	0.00125	0.99875	other
CL2001031628AA	other	7e-04	0.9993	other
CL2001031629AA	other	3e-04	0.9997	other
CL2001031630AA	other	0.00148	0.99852	other
CL2001031631AA	other	0.00013	0.99987	other
CL2001031632AA	other	0.00112	0.99888	other
CL2001031634AA	other	0.00093	0.99907	other
CL2001031635AA (testset)	other	0.00084	0.99916	other
CL2001031636AA (testset)	other	0.58496	0.41504	CARCINOID
CL2001032002AA (testset)	other	0.02928	0.97072	other
CL2001032005AA (testset)	other	0.00817	0.99183	other
CL2001032008AA	other	0.00144	0.99856	other
CL2001032009AA (testset)	other	0.00227	0.99773	other
CL2001032010AA	other	0.00115	0.99885	other
CL2001032011AA	other	0.00486	0.99514	other
CL2001032012AA (testset)	other	0.00304	0.99696	other
CL2001032013AA (testset)	other	0.00391	0.99609	other
CL2001032015AA	other	0.02743	0.97257	other
CL2001032016AA	other	0.00061	0.99939	other
CL2001032019AA	other	0.00278	0.99722	other
CL2001032020AA (testset)	other	0.00028	0.99972	other
CL2001032025AA	other	0.00145	0.99855	other
CL2001032026AA	other	0.00534	0.99466	other
CL2001032027AA (testset)	other	0.00167	0.99833	other
CL2001032030AA	other	0.00021	0.99979	other
CL2001032031AA	other	0.00276	0.99724	other
CL2001032032AA (testset)	other	0.02547	0.97453	other
CL2001032034AA	other	0.00622	0.99378	other
CL2001032036AA	other	0.09419	0.90581	other
CL2001032041AA	other	0.00279	0.99721	other
CL2001032043AA	other	0.00956	0.99044	other
CL2001032044AA (testset)	CARCINOID	0.9936	0.0064	CARCINOID
CL2001032045AA	other	0.00542	0.99458	other
CL2001032046AA	other	0.0025	0.9975	other
CL2001032101AA	CARCINOID	0.99675	0.00325	CARCINOID
CL2001032102AA	other	0.00431	0.99569	other
CL2001032103AA	other	0.0018	0.9982	other
CL2001032104AA	other	0.00012	0.99988	other
CL2001032105AA (testset)	other	0.00039	0.99961	other
CL2001032107AA	other	0.00031	0.99969	other
CL2001032108AA	other	0.00176	0.99824	other
CL2001032109AA (testset)	other	0.01142	0.98858	other
CL2001032110AA (testset)	other	0.00059	0.99941	other
CL2001032111AA	other	0.00461	0.99539	other
CL2001032113AA	other	0.069	0.931	other
CL2001032114AA	other	0.00107	0.99893	other
CL2001032115AA	other	0.22815	0.77185	other
CL2001032116AA	other	0.00069	0.99931	other
CL2001032117AA (testset)	other	0.04589	0.95411	other
CL2001032121AA (testset)	other	0.03127	0.96873	other
CL2001032122AA	other	0.00112	0.99888	other
CL2001032124AA	CARCINOID	0.99524	0.00476	CARCINOID
CL2001032125AA	other	0.10563	0.89437	other
CL2001032127AA (testset)	CARCINOID	0.9204	0.0796	CARCINOID
CL2001032128AA	other	0.00417	0.99583	other
CL2001032129AA	other	0.00171	0.99829	other
CL2001032130AA (testset)	other	0.00126	0.99874	other
CL2001032132AA (testset)	other	0.00174	0.99826	other
CL2001032134AA	other	0.00539	0.99461	other
CL2001032135AA	other	0.00075	0.99925	other
CL2001032136AA	other	0.0011	0.9989	other
CL2001032138AA	other	0.00048	0.99952	other
CL2001032141AA	other	0.01082	0.98918	other
CL2001032142AA (testset)	other	0.15014	0.84986	other
CL2001032144AA	other	0.00033	0.99967	other
CL2001032145AA (testset)	CARCINOID	0.82023	0.17977	CARCINOID
CL2001032147AA	other	0.00613	0.99387	other
CL2001032149AA	other	0.0012	0.9988	other
CL2001032151AA	CARCINOID	0.94067	0.05933	CARCINOID
CL2001032152AA (testset)	CARCINOID	0.9444	0.0556	CARCINOID
CL2001032153AA	other	0.18969	0.81031	other
CL2001032155AA (testset)	other	0.00077	0.99923	other
CL2001032156AA	other	0.00278	0.99722	other
CL2001032202AA (testset)	other	0.0044	0.9956	other
CL2001032206AA	other	0.0071	0.9929	other
CL2001032207AA (testset)	other	0.01097	0.98903	other
CL2001032209AA (testset)	other	0.45001	0.54999	other
CL2001032210AA	CARCINOID	0.99994	6e-05	CARCINOID
CL2001032211AA	other	0.00082	0.99918	other
CL2001032212AA (testset)	other	0.01653	0.98347	other
CL2001032213AA (testset)	other	0.00523	0.99477	other
CL2001032214AA	other	0.00103	0.99897	other
CL2001032217AA (testset)	other	0.12246	0.87754	other
CL2001032218AA (testset)	other	0.31484	0.68516	other
CL2001032219AA (testset)	CARCINOID	0.64213	0.35787	CARCINOID
CL2001032220AA	other	0.00658	0.99342	other
CL2001032222AA (testset)	other	0.00398	0.99602	other
CL2001032229AA (testset)	other	0.00261	0.99739	other
CL2001032231AA	other	0.00457	0.99543	other
CL2001032232AA	other	0.00082	0.99918	other
CL2001032233AA	other	0.00175	0.99825	other
CL2001032238AA	CARCINOID	0.81207	0.18793	CARCINOID
CL2001032239AA	other	0.0179	0.9821	other
CL2001032240AA	other	0.00535	0.99465	other
CL2001032241AA (testset)	other	0.00388	0.99612	other
CL2001032242AA	other	0.00016	0.99984	other
CL2001032243AA (testset)	other	0.01722	0.98278	other
CL2001032248AA	other	0.00106	0.99894	other
CL2001032249AA	other	0.00119	0.99881	other
CL2001032252AA	other	0.00089	0.99911	other
CL2001032254AA (testset)	other	0.00108	0.99892	other
CL2001032255AA	other	0.00059	0.99941	other
CL2001032256AA (testset)	other	0.00194	0.99806	other
CL2001032259AA	other	0.00322	0.99678	other
CL2001032260AA	other	0.09719	0.90281	other
CL2001032301AA	other	0.00152	0.99848	other
CL2001032304AA (testset)	other	0.00439	0.99561	other
CL2001032305AA (testset)	other	0.00794	0.99206	other
CL2001032306AA	other	0.00158	0.99842	other
CL2001032307AA	other	0.01129	0.98871	other
CL2001032308AA	other	0.03354	0.96646	other
CL2001032309AA	other	0.09766	0.90234	other
CL2001032310AA	other	0.00651	0.99349	other
CL2001032311AA	other	0.00207	0.99793	other
CL2001032312AA	other	0.00085	0.99915	other
CL2001032313AA	other	0.00165	0.99835	other
CL2001032314AA	other	0.00023	0.99977	other
CL2001032316AA (testset)	other	0.06234	0.93766	other
CL2001032601AA	other	0.00137	0.99863	other
CL2001032602AA	other	0.01819	0.98181	other
CL2001032604AA	other	0.00051	0.99949	other
CL2001032607AA	CARCINOID	0.93099	0.06901	CARCINOID
CL2001032608AA	other	0.03246	0.96754	other
CL2001032610AA (testset)	other	0.00229	0.99771	other
CL2001032612AA	other	0.00354	0.99646	other
CL2001032613AA (testset)	other	0.00121	0.99879	other
CL2001032614AA (testset)	other	0.00115	0.99885	other
CL2001032616AA	other	0.00451	0.99549	other
CL2001032617AA (testset)	other	0.00438	0.99562	other
CL2001032620AA (testset)	other	0.00079	0.99921	other
CL2001032625AA	other	0.03001	0.96999	other
CL2001032627AA (testset)	other	0.0606	0.9394	other
CL2001032628AA	other	0.00096	0.99904	other
CL2001032629AA	CARCINOID	0.86365	0.13635	CARCINOID
CL2001032630AA	CARCINOID	0.98452	0.01548	CARCINOID
CL2001032632AA	other	0.09257	0.90743	other
CL2001032638AA (testset)	other	0.00135	0.99865	other
CL2001032640AA	other	0.00256	0.99744	other
CL2001032643AA	other	0.00051	0.99949	other
CL2001032644AA (testset)	other	0.09648	0.90352	other
CL2001032647AA	other	0.00157	0.99843	other
CL2001032701AA	other	0.00034	0.99966	other
CL2001032702AA (testset)	other	0.00046	0.99954	other
CL2001032703AA	other	1e-04	0.9999	other
CL2001032704AA (testset)	other	0.00159	0.99841	other
CL2001032706AA	other	0.00116	0.99884	other
CL2001032709AA	other	0.00086	0.99914	other
CL2001032716AA	other	0.00633	0.99367	other
CL2001032717AA (testset)	other	0.01371	0.98629	other
CL2001032718AA	other	0.13519	0.86481	other
CL2001032719AA (testset)	other	0.00231	0.99769	other
CL2001032720AA	other	0.15795	0.84205	other
CL2001032722AA	CARCINOID	0.99972	0.00028	CARCINOID
CL2001032724AA	other	0.00074	0.99926	other
CL2001032725AA (testset)	other	0.00354	0.99646	other
CL2001032727AA	other	0.00125	0.99875	other
CL2001032729AA (testset)	other	0.00023	0.99977	other
CL2001032730AA	other	0.00018	0.99982	other
CL2001032732AA (testset)	other	0.00571	0.99429	other
CL2001032733AA	other	0.05083	0.94917	other
CL2001032738AA	other	0.00034	0.99966	other
CL2001032742AA	other	0.00188	0.99812	other
CL2001032746AA	other	0.00191	0.99809	other
CL2001032747AA	other	0.06264	0.93736	other
CL2001032833AA	other	0.00364	0.99636	other
CL2001032836AA	other	0.00257	0.99743	other
CL2001032838AA	other	0.00776	0.99224	other
CL2001032839AA	other	0.03695	0.96305	other
CL2001032841AA	other	0.00124	0.99876	other
CL2001032842AA (testset)	other	0.00604	0.99396	other
CL2001032843AA (testset)	other	0.00098	0.99902	other
CL2001032845AA (testset)	other	0.00463	0.99537	other
CL2001032846AA	other	0.00011	0.99989	other
CL2001032847AA	CARCINOID	0.99531	0.00469	CARCINOID
CL2001032848AA (testset)	other	0.03445	0.96555	other
CL2001032850AA	CARCINOID	0.92433	0.07567	CARCINOID
CL2001032853AA (testset)	other	0.00407	0.99593	other
CL2001032854AA	CARCINOID	0.83609	0.16391	CARCINOID
CL2001032856AA	other	0.00125	0.99875	other
CL2001032857AA (testset)	other	0.00919	0.99081	other
CL2001032860AA	CARCINOID	0.95842	0.04158	CARCINOID
CL2001040305AA	other	0.02819	0.97181	other
CL2001040306AA	other	0.00255	0.99745	other
CL2001041708AA	other	0.00406	0.99594	other
CL2001041711AA (testset)	other	0.00686	0.99314	other
CL2001041716AA	other	0.0433	0.9567	other
CL2001042501AA (testset)	CARCINOID	0.75088	0.24912	CARCINOID
CL2001042505AA	other	0.14176	0.85824	other
CL2001042506AA	other	0.00171	0.99829	other