dataprocess.m

Cyranose@320便携式电子鼻的检测数据,对象是中药材.在MATLAB上进上气味指纹图谱的分析,其4品种的中药材.结果表明其能将其完全分类.

%%广东薄荷
gd=[3.08307213	2.65591409	5.31231627	4.72024852	0.82847051	3.10515773	2.17967846	5.78287739	2.07364464;
3.08291269	2.65625383	5.31318321	4.71976928	0.82852529	3.10492992	2.17974186	5.78353909	2.07361544;
3.08316809	2.65601051	5.31295425	4.71963458	0.82855069	3.10517525	2.17980423	5.78361836	2.07367434;
3.0829535	2.65620721	5.31228575	4.72059699	0.82847648	3.1051844	2.18006671	5.78375278	2.07376936;
3.08306457	2.65593069	5.31309163	4.71967603	0.82856662	3.10517297	2.18024968	5.78465595	2.07368869;
3.08338573	2.65600987	5.3130382	4.72018116	0.82856613	3.1053246	2.18035469	5.78487143	2.07365157;
3.08325348	2.6560367	5.3134412	4.72036381	0.82862265	3.10529107	2.18048362	5.78480765	2.0736684;
3.08307515	2.65593771	5.31289014	4.72039231	0.82865378	3.10525145	2.18056057	5.78440429	2.07366493;
3.0833298	2.65606288	5.31275888	4.71951025	0.82863187	3.10509373	2.18047946	5.78469043	2.07375897;
3.08333358	2.65595879	5.31248873	4.71998817	0.82863062	3.10522249	2.18065727	5.78495763	2.07364514;
3.08337892	2.655757	5.31341372	4.72030293	0.82863187	3.10515316	2.18052417	5.78515244	2.07388122;
3.0834152	2.65569251	5.31355264	4.7202278	0.82865154	3.10501525	2.18061724	5.78611973	2.07404654;
3.082887	2.65567718	5.31302294	4.72025629	0.82873048	3.10489487	2.18083458	5.78594557	2.07417227;
3.08288323	2.65568676	5.3128993	4.72055553	0.82871778	3.10494211	2.18063128	5.78583866	2.07394012;
3.08286509	2.65595943	5.31309773	4.72011899	0.82870832	3.10500458	2.18062712	5.78586107	2.07384212;
3.08305399	2.65587896	5.3133954	4.7195504	0.82870683	3.10498782	2.18099993	5.78666641	2.07394111;
3.08296634	2.65563057	5.31320306	4.71994801	0.82874617	3.10480193	2.18093337	5.78635943	2.07366147;
3.08302074	2.65601562	5.31319543	4.72003998	0.82876211	3.1050023	2.18103634	5.78667676	2.07402674;
3.08309328	2.65587002	5.3130382	4.72007365	0.82877755	3.10504649	2.18088657	5.78623182	2.07423464;
3.0833162	2.65558779	5.31310536	4.71979907	0.82878627	3.10506477	2.18081638	5.78671643	2.07433117;
3.08309933	2.6556874	5.31361676	4.71914636	0.82885775	3.10513716	2.18099889	5.78774448	2.07391834;
3.08336003	2.65585534	5.31354195	4.71998558	0.82879424	3.10532079	2.18109146	5.78721834	2.07429504;
3.08322779	2.65582469	5.31279398	4.71933413	0.82877282	3.10544118	2.18100774	5.78745639	2.0742391;
3.08303283	2.65583746	5.3128993	4.71891716	0.82883235	3.10520954	2.18091153	5.78856745	2.07427672;
3.08283563	2.65593516	5.31282451	4.71877991	0.82882114	3.10534517	2.18120171	5.78889531	2.07407822;
3.08299128	2.65591856	5.31363966	4.71935873	0.82884679	3.10517982	2.18106754	5.78835522	2.0739317;
3.08336154	2.65585917	5.31327022	4.71955817	0.82887294	3.10520344	2.18120379	5.7891231	2.07411138;
3.08282883	2.65599199	5.31334045	4.71923571	0.8288311	3.10538403	2.18133797	5.788652	2.07400248;
3.08269056	2.65588024	5.31363966	4.71926679	0.82881192	3.10519506	2.1811445	5.78847772	2.07407277;
3.08303057	2.65609353	5.31370836	4.71953227	0.82882139	3.10508534	2.18130104	5.78826032	2.07411287;
3.0829603	2.65585534	5.31385951	4.71917096	0.8288169	3.10512115	2.18121679	5.78954765	2.07422623;
3.08313409	2.65589301	5.31372515	4.71958666	0.82880669	3.10508382	2.18139518	5.79026051	2.07410693;
3.08301697	2.65575955	5.31374653	4.7193937	0.82886522	3.10535508	2.18149764	5.78878314	2.07418167;
3.08308799	2.6556874	5.31348852	4.71942478	0.82884281	3.10522478	2.18127452	5.78979964	2.0742089;
3.08287567	2.65562674	5.31368851	4.71939499	0.82881142	3.10496039	2.18117155	5.79011033	2.07407129;
3.08282883	2.65561844	5.31363813	4.71886666	0.82880694	3.10515468	2.18133069	5.78986523	2.07412673;
3.08279558	2.65578126	5.31328702	4.71874625	0.82883932	3.10502592	2.18119443	5.78970471	2.074249;
3.08279936	2.65556864	5.31329618	4.71840444	0.82883309	3.10516992	2.18147268	5.79004301	2.07409356;
3.08279181	2.65569187	5.31359233	4.71893659	0.82889088	3.1051242	2.18151169	5.78989284	2.07414158
3.08284847	2.65569187	5.31307331	4.71905571	0.82890059	3.10525831	2.18150389	5.79099768	2.0740604;
3.08310462	2.65570911	5.31320611	4.71872424	0.82887767	3.10534289	2.18146072	5.78988594	2.07391834;
3.08275705	2.65569059	5.31320153	4.71798629	0.82887145	3.10505258	2.1814009	5.78955455	2.07407228;
3.08275101	2.65562802	5.31296036	4.71899615	0.82894966	3.10511506	2.18152105	5.78948034	2.07406089;
3.08288096	2.65563951	5.3133435	4.71857146	0.82888291	3.10522402	2.18150077	5.78951313	2.07395942;
3.08286132	2.65548755	5.31297562	4.71841998	0.82886672	3.10484307	2.18141338	5.79017075	2.07380895;
3.08262635	2.65547031	5.31303362	4.718609	0.8289524	3.10504268	2.18131769	5.78987386	2.07390151;
3.08272532	2.65570145	5.31265356	4.71867503	0.82887767	3.10519278	2.18144355	5.79055053	2.07400199;
3.08325877	2.6556261	5.31368851	4.71827627	0.82895638	3.10496115	2.18155018	5.79088373	2.07399209;
3.08295878	2.65561269	5.31293746	4.71831252	0.82891105	3.10535127	2.18149244	5.78992564	2.07398367;
3.08317489	2.65557949	5.31345036	4.71871776	0.82892799	3.10498173	2.18139258	5.79016385	2.07395348;
3.08299581	2.65575828	5.31285351	4.71874107	0.82893322	3.10510058	2.18145083	5.79067828	2.07386488;
3.08315902	2.65559545	5.31278788	4.71833583	0.82893247	3.10493982	2.18146072	5.79018283	2.07393665;
3.08289909	2.65607374	5.31333892	4.71789568	0.82889611	3.10524688	2.18146384	5.79026569	2.07405644;
3.08307666	2.65568485	5.31325496	4.7176122	0.82895464	3.10530174	2.18150909	5.79067655	2.07416633;
3.08276309	2.6553439	5.31312674	4.7181015	0.82899399	3.10542213	2.18140142	5.79116343	2.07380895;
];
%川红花
ch=[3.06910217	2.64814348	5.28768005	4.69230705	0.82426427	3.10002341	2.16218001	5.71111356	2.06113909;
3.0691623	2.64820459	5.28797875	4.69208091	0.82428736	3.10028123	2.16203308	5.71161618	2.06120502;
3.06927956	2.64840575	5.28698421	4.69309737	0.82435913	3.10015194	2.16222229	5.71217473	2.0613359;
3.06955093	2.6483771	5.28769825	4.69266685	0.82429258	3.09998235	2.16214547	5.71193437	2.06117058;
3.06920815	2.64832808	5.28680382	4.69270411	0.82422702	3.09993368	2.16207535	5.71190729	2.06118878;
3.06938329	2.64866359	5.28779225	4.69231605	0.82430822	3.10008197	2.16235789	5.71210702	2.06112826;
3.06952011	2.64854453	5.28771947	4.69266813	0.82429605	3.10022038	2.16230736	5.71203254	2.06108054;
3.06955544	2.64870243	5.28683262	4.69291616	0.82432039	3.10050027	2.162312	5.71254714	2.06125619;
3.06985165	2.64864131	5.28751025	4.6923623	0.82438719	3.10010859	2.16239398	5.71215611	2.06136493;
3.06918936	2.64864322	5.28702059	4.69248309	0.82430623	3.10038694	2.16243884	5.7114774	2.06120649;
3.06961182	2.6485388	5.28710851	4.69219398	0.82430797	3.10059307	2.16256053	5.71185144	2.06147516;
3.06946749	2.64847769	5.28739806	4.692956	0.82433752	3.10034663	2.16247648	5.71151294	2.06144465;
3.06956747	2.64862157	5.28720856	4.69207449	0.82439637	3.10025232	2.16252959	5.71295175	2.06149238;
3.06965994	2.64864576	5.28769825	4.69242141	0.82436136	3.10014661	2.16271626	5.71274351	2.06129604;
3.0697276	2.64855536	5.28757544	4.69207063	0.82442543	3.10016867	2.16267295	5.71253021	2.06143825;
3.0694735	2.64881958	5.28726768	4.69201796	0.82444157	3.10033142	2.16283024	5.71237786	2.06163854;
3.06939081	2.64897367	5.28723282	4.6926797	0.82438247	3.10010174	2.1627797	5.71332931	2.06148647;
3.06960957	2.64879602	5.28762547	4.69229677	0.82443809	3.10018084	2.16270595	5.71282985	2.06171088;
3.0694953	2.6487731	5.28740867	4.69223381	0.82438768	3.10004775	2.16266263	5.71309396	2.06191168;
3.06927054	2.64858592	5.28782106	4.69230834	0.8244376	3.10019148	2.1626879	5.71341397	2.06122076;
3.06957649	2.64866359	5.28714337	4.69222353	0.82443934	3.10014889	2.16267449	5.71363071	2.06169956;
3.06959002	2.64869733	5.2864067	4.69255376	0.82446641	3.100355	2.16272503	5.7131092	2.06160409;
3.06976369	2.64861329	5.28706152	4.69204237	0.82448131	3.1004843	2.16257652	5.7129399	2.06172614;
3.06976143	2.64864067	5.28756634	4.69204108	0.82444728	3.10048125	2.16276629	5.71345291	2.06160802;
3.06948853	2.64841084	5.28707971	4.69188305	0.82451185	3.10049875	2.1627338	5.71346138	2.06167053;
3.06989	2.64856936	5.28752692	4.69177642	0.82454737	3.1002143	2.16269564	5.71371029	2.06168086;
3.06983662	2.64847259	5.28811521	4.69178156	0.82455705	3.100193	2.16285654	5.71363071	2.061641;
3.06980053	2.64847514	5.28777102	4.69262701	0.82450987	3.10032153	2.16283591	5.71410655	2.06182162;
3.06978775	2.64825105	5.28797571	4.69279921	0.82450515	3.10056036	2.16294989	5.71415905	2.06197222;
3.06964265	2.64878392	5.28793023	4.69204879	0.82445722	3.10033751	2.16294782	5.71356467	2.06180833;
3.06967122	2.64847769	5.28726768	4.69224666	0.82448776	3.10040596	2.16291843	5.7143318	2.06168726;
3.0698494	2.64860438	5.28764367	4.69168649	0.82451707	3.10029111	2.16283333	5.71419292	2.06151994;
3.06987947	2.64854262	5.28786654	4.69187021	0.82454911	3.10065848	2.1629994	5.71454859	2.06180537;
3.06988022	2.64866677	5.28807427	4.69236873	0.82454389	3.10036489	2.16296587	5.7144114	2.06194712;
3.06972986	2.64854772	5.28798633	4.69185607	0.82450266	3.10031241	2.16313711	5.71444697	2.06156866;
3.06990504	2.64872853	5.28855346	4.69181753	0.82448677	3.10055579	2.16314278	5.71526	2.06159277;
3.07008474	2.64886988	5.28776193	4.69225565	0.82453843	3.10045539	2.16321345	5.71471796	2.06189298;
3.06997722	2.64885842	5.28818648	4.69228906	0.82456426	3.1004303	2.16332951	5.71530236	2.06175222;
3.07012459	2.64868078	5.2877316	4.69244968	0.82455681	3.10051929	2.16312525	5.71489412	2.06185361;
3.06991556	2.64866232	5.28852768	4.6922261	0.82457568	3.10052765	2.16327638	5.7154904	2.06193974;
3.06996067	2.6487419	5.28769521	4.69208091	0.82459903	3.10046072	2.16317064	5.71522443	2.06176305;
3.0702073	2.64881894	5.28736774	4.69259231	0.82456898	3.10073531	2.16319694	5.71473151	2.06187231;
3.07032837	2.64865977	5.28814402	4.69266942	0.82461716	3.10077943	2.16314536	5.71555816	2.06202588;
3.07008925	2.64875718	5.28794994	4.69225694	0.82465019	3.10072162	2.16302261	5.71545313	2.06191759;
3.07017572	2.64863175	5.2880121	4.6921837	0.82468496	3.1006136	2.1631531	5.71563609	2.06190824;
3.07004188	2.64887625	5.28832599	4.69253577	0.82463107	3.10061208	2.16300765	5.71563609	2.06220259;
3.07032536	2.64884505	5.28801817	4.6925075	0.82469589	3.10056264	2.16333828	5.7158682	2.06204212;
3.06995992	2.64893356	5.28840787	4.69250108	0.82457742	3.1005885	2.16340224	5.71626976	2.06205344;
3.07009827	2.64865277	5.28791658	4.69243683	0.82459878	3.10062958	2.16347756	5.71689336	2.06224;
3.07012384	2.64883677	5.28774525	4.69210661	0.82468496	3.10067445	2.16344867	5.71635957	2.06209577;
3.06998699	2.64880175	5.28850341	4.69259746	0.82472098	3.10067065	2.16329237	5.71622909	2.06225772;
3.06972008	2.64864767	5.2884837	4.69206164	0.82474259	3.1006349	2.16338419	5.71624773	2.06246202;
3.06998173	2.6485509	5.2887961	4.69209505	0.82475774	3.10055427	2.16336149	5.71557341	2.06235913;
3.06999676	2.64874445	5.28870056	4.6922094	0.82472818	3.1007452	2.1634951	5.71637482	2.06223508;
3.06991105	2.64871516	5.28877032	4.69246638	0.82474482	3.10049342	2.16333776	5.71611218	2.06242215;
3.06996594	2.64853435	5.28842607	4.69302283	0.82478804	3.10055884	2.16334705	5.71640023	2.06243741];
%菊花
jh=[3.08222748	2.6539691	5.298112	4.69947793	0.82866349	3.11731554	2.18615411	5.82449752	2.07197155;
3.08248961	2.65391742	5.29895894	4.69951655	0.82865129	3.11726196	2.18616193	5.82542908	2.0719765;
3.08238611	2.65390275	5.29787635	4.6997625	0.82872849	3.1175536	2.18611919	5.82524275	2.07182073;
3.08255231	2.65405078	5.29858943	4.69965819	0.8287646	3.1172367	2.18631831	5.82514872	2.07219954;
3.0825644	2.65405397	5.299146	4.7001089	0.82880819	3.11741811	2.18622813	5.82499026	2.07211101;
3.08259386	2.65405461	5.29893613	4.7003214	0.82886472	3.11748547	2.1859326	5.82488753	2.07208431;
3.08249187	2.65392316	5.29866089	4.69949467	0.82878004	3.11743189	2.18594198	5.82466466	2.07206848;
3.08271776	2.65379045	5.29804967	4.69952299	0.82880918	3.11725967	2.18616402	5.82521663	2.07223465;
3.08271172	2.65384022	5.29916272	4.70010375	0.82887369	3.11743189	2.1863574	5.8252114	2.07225542;
3.08258706	2.65381789	5.29939541	4.69935175	0.82890632	3.11771053	2.18646114	5.82537161	2.07240578;
3.08256591	2.65391614	5.29911862	4.69912772	0.82888465	3.11763551	2.18640849	5.82547261	2.07238698;
3.0824677	2.65407439	5.29829749	4.69926548	0.82888739	3.11725201	2.18624272	5.82566418	2.07232516;
3.08251454	2.65369921	5.29845258	4.69964789	0.82889212	3.11748624	2.18630736	5.8256189	2.07239292;
3.08248734	2.65394741	5.29839176	4.69988483	0.82882288	3.1174449	2.18645958	5.82604733	2.07228411;
3.08260897	2.65380768	5.29821843	4.69923716	0.82883807	3.11726808	2.18647209	5.82527757	2.07216937;
3.08243219	2.65389317	5.29832638	4.69920368	0.82883085	3.11754977	2.18653621	5.82589058	2.07235335;
3.08250472	2.65389126	5.29788091	4.69987453	0.82884555	3.11735841	2.18654455	5.8253037	2.07239391;
3.08247903	2.65403802	5.29811048	4.69987839	0.82890781	3.11729411	2.1866337	5.8254134	2.07243397;