Dataset.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q
1	Area	Perimeter	MajorAxisLength	DFactor1	DFactor2	DFactor3	DFactor4	DFactor5	DFactor6	DFactor7	DFactor8	DFactor9	ShapeFactor1	ShapeFactor2	ShapeFactor3	ShapeFactor4	Class
2	28395	610.291	208.1781167	173.888747	1.197191424	0.5498121871	28715	190.1410973	0.7639225182	0.9888559986	0.9580271263	0.9133577548	0.007331506135	0.003147289167	0.8342223882	0.998723889	SE
3	28734	638.018	200.5247957	182.7344194	1.097356461	0.4117852514	29172	191.2727505	0.7839681327	0.9849856026	0.8870336366	0.9538608423	0.006978659277	0.003563623712	0.9098505064	0.9984303314	SE
4	29380	624.11	212.8261299	175.9311426	1.209712656	0.5627273168	29690	193.4109041	0.7781132475	0.989558774	0.947849473	0.9087742385	0.00724391184	0.003047733217	0.8258706166	0.9990661374	SE
5	30008	645.884	210.557999	182.5165157	1.153638059	0.4986159764	30724	195.4670618	0.7826812728	0.9766957427	0.9039363743	0.9283288348	0.007016728838	0.003214562079	0.8617944254	0.9941988485	SE
6	30140	620.134	201.8478822	190.2792788	1.06079802	0.3336796578	30417	195.896503	0.7730980352	0.9908932505	0.9848770694	0.9705155232	0.006697010025	0.003664971964	0.9419003809	0.999166059	SE
7	30279	634.927	212.5605564	181.5101816	1.171066849	0.5204006603	30600	196.3477022	0.7756884847	0.9895098039	0.9438517833	0.9237259515	0.007020065274	0.003152778739	0.8532696335	0.9992357811	SE
8	30477	670.033	211.0501553	184.0390501	1.146768336	0.4894778945	30970	196.9886332	0.7624015009	0.9840813691	0.8530798688	0.9333735523	0.006924899279	0.003242016245	0.8711861881	0.9990487356	SE
9	30519	629.727	212.9967551	182.7372038	1.165590535	0.513759558	30847	197.1243203	0.7706818182	0.9893668752	0.967109244	0.9254803918	0.006979152497	0.003158285146	0.8565139557	0.9983445596	SE
10	30685	635.681	213.5341452	183.1571463	1.165852108	0.5140808603	31044	197.659696	0.7715614785	0.9884357686	0.9542398075	0.9256584977	0.006958909733	0.003151549519	0.8568436543	0.9989529809	SE
11	30834	631.934	217.2278128	180.8974686	1.2008339	0.5536422247	31120	198.1390121	0.7836828059	0.9908097686	0.9702782301	0.91212543	0.007045074034	0.003008039812	0.8319728	0.9990611424	SE
12	30917	640.765	213.5600894	184.4398709	1.157884618	0.5041023654	31280	198.4055115	0.7708052855	0.9883951407	0.9462581799	0.9290383428	0.006907529495	0.003174220295	0.8631122423	0.9993843889	SE
13	31091	638.558	210.4862549	188.3268476	1.117664622	0.4466219236	31458	198.9630385	0.7863773174	0.9883336512	0.9581728356	0.9452543047	0.006770005946	0.003333983668	0.8935057005	0.9986397106	SE
14	31107	640.594	214.6485485	184.9692526	1.160455295	0.5073658753	31423	199.0142269	0.7610461418	0.9899436718	0.9525817569	0.9271631619	0.00690032946	0.003145388257	0.8596315287	0.9975639589	SE
15	31158	642.626	216.4848362	183.6443122	1.178826797	0.529514251	31492	199.1773023	0.7987592289	0.9893941318	0.948119004	0.9200519803	0.006947969581	0.003071051708	0.8464956465	0.9978717512	SE
16	31158	641.105	212.0669751	187.1929601	1.132879009	0.4699241567	31474	199.1773023	0.7813134733	0.989959967	0.9526231013	0.9392188582	0.0068061806	0.003267009878	0.8821320637	0.9993488983	SE
17	31178	636.888	212.9759252	186.5620882	1.141582018	0.4823522245	31520	199.2412169	0.7641104821	0.9891497462	0.965899596	0.9355105126	0.006830968156	0.003227429113	0.8751799192	0.9990896583	SE
18	31202	644.454	215.6406947	184.4716842	1.168963657	0.5178712233	31573	199.3178875	0.7791928878	0.9882494536	0.9440792434	0.9243055341	0.006911117707	0.003111646592	0.8543407204	0.9986932532	SE
19	31203	639.782	215.067737	184.8748759	1.163315112	0.5109468292	31558	199.3210815	0.7629841549	0.9887508714	0.9579485418	0.9267828094	0.006892533954	0.003136682459	0.8589263758	0.9992020327	SE
20	31272	638.666	212.4503189	187.535939	1.132851229	0.4698834942	31593	199.5413417	0.7703221992	0.9898395214	0.9634250364	0.9392376659	0.006793627493	0.003261245517	0.882167393	0.9993644153	SE
21	31335	635.011	216.7900923	184.1634403	1.177161395	0.5275867101	31599	199.7422367	0.7742772424	0.9916453052	0.9765108345	0.9213623862	0.006918464729	0.003075469386	0.8489086467	0.9993024867	SE
22	31374	636.401	219.865394	182.0088637	1.207992784	0.5609945201	31604	199.8664991	0.7691968226	0.9927224402	0.9734598624	0.9090402791	0.007007885319	0.002951883796	0.826354229	0.9982299459	SE
23	31530	638.857	213.7856543	188.0664823	1.136755746	0.4755356415	31791	200.3627781	0.7689493708	0.9917901293	0.9707927387	0.9372133912	0.006780388657	0.003226920697	0.8783689406	0.9984909399	SE
24	31573	674.103	217.3070261	185.4482507	1.171793345	0.5212683904	32197	200.499357	0.7569647567	0.9806193124	0.873118507	0.922654737	0.006882685398	0.003076766545	0.8512917637	0.9975380237	SE
25	31637	656.711	229.7192546	175.510446	1.308863717	0.645190802	32045	200.702465	0.7618233481	0.9872679045	0.921842182	0.8736858622	0.007261094751	0.002609775196	0.7633269858	0.9990909957	SE
26	31675	657.431	236.7526321	171.2105592	1.3828156	0.6906782193	32009	200.8229633	0.7409356725	0.9895654347	0.9209289602	0.8482396225	0.007474431953	0.002386888739	0.7195104571	0.9949502844	SE
27	31682	646.721	210.0456816	192.2484159	1.092574316	0.4028419736	32026	200.8451524	0.773184303	0.9892587273	0.9518938631	0.9561974847	0.006629811301	0.003418781286	0.9143136297	0.9989555889	SE
28	31703	656.305	215.7089067	187.2724497	1.151845384	0.4962632809	32093	200.9117052	0.777110501	0.9878478173	0.9249085601	0.9314019909	0.006804053457	0.003158610884	0.8675096687	0.9992370076	SE
29	31748	641.826	219.7765183	184.1151053	1.193690859	0.5460726276	32020	201.0542441	0.7755899741	0.9915053092	0.968482156	0.9148122176	0.00692253113	0.002990697617	0.8368813935	0.9989776699	SE
30	31768	650.954	220.9594949	183.2920681	1.205504947	0.5584652592	32173	201.1175623	0.7776744186	0.9874118049	0.9421046298	0.9102010412	0.006955410944	0.002944773315	0.8284659354	0.9987197837	SE
31	31811	642.092	223.9846829	180.9171228	1.238051321	0.5895649687	32052	201.2536289	0.7738772929	0.9924809684	0.9696001361	0.8985151412	0.007041107883	0.002830885872	0.8073294589	0.9995153027	SE
32	31821	649.681	213.7356452	189.9692019	1.125106823	0.458286561	32168	201.2852592	0.7723543689	0.9892128824	0.9473781317	0.9417486679	0.006716811074	0.003258989446	0.8868905535	0.9978466129	SE
33	31823	662.532	222.8726889	181.8946963	1.225284154	0.5778581503	32274	201.2915846	0.7748478208	0.9860259032	0.9110396196	0.9031684661	0.007003509693	0.002874554588	0.8157132781	0.9994805535	SE
34	31837	656.404	224.9125542	180.4394219	1.246471264	0.5969683536	32238	201.3358572	0.785245659	0.9875612631	0.9285377475	0.8951739395	0.007064502126	0.002798279202	0.801336382	0.9988427727	SE
35	31915	640.718	216.3203615	188.0653069	1.150240653	0.4941383414	32184	201.5823407	0.7776559454	0.9916418096	0.9769466832	0.9318694701	0.006778015401	0.003152845203	0.8683807092	0.9988467944	SE
36	31972	639.974	213.6874805	190.6449473	1.120866215	0.4517054386	32246	201.7622728	0.7722705314	0.9915028221	0.9809683771	0.9441932316	0.006683581901	0.003276668971	0.8915008586	0.9992531933	SE
37	31992	640.338	212.8873637	191.4872537	1.111757361	0.4369684317	32258	201.8253689	0.774212284	0.9917539835	0.9804663762	0.9480382741	0.006654393714	0.003315826052	0.8987765691	0.9992214662	SE
38	31994	654.535	212.1713961	192.4225318	1.102632806	0.4213023766	32391	201.8316774	0.7897413112	0.987743509	0.9384532774	0.9512671411	0.006631599553	0.003349716391	0.9049091738	0.9977825411	SE
39	32015	653.676	212.9299893	191.8101346	1.110108127	0.4342069403	32375	201.897905	0.7618809643	0.9888803089	0.9415389489	0.9481891472	0.006650944535	0.003316217521	0.8990626589	0.9980567645	SE
40	32026	654.237	230.9790674	176.9318083	1.305469433	0.6428310651	32349	201.9325869	0.7794489875	0.9900151473	0.9402478734	0.8742462647	0.007212235915	0.002598871632	0.7643065314	0.9977788139	SE
41	32038	645.085	224.4823211	181.9408668	1.233820224	0.5857512998	32308	201.970415	0.7705146705	0.9916429367	0.9674786148	0.8997163518	0.007006752017	0.002832167693	0.8094895137	0.9987645335	SE
42	32044	652.651	216.1471468	188.9705403	1.143813985	0.4854435201	32395	201.9893264	0.7780691531	0.9891649946	0.9453542294	0.9344991564	0.006745323519	0.003173205523	0.8732886733	0.9988797977	SE
43	32057	642.082	215.9182853	189.3033869	1.140593884	0.4809714697	32301	202.030295	0.7798049089	0.9924460543	0.9771286582	0.9356794155	0.006735448896	0.003184597937	0.8754959687	0.9985853471	SE
44	32066	669.313	236.436655	173.2308993	1.364864213	0.680580172	32481	202.058653	0.7808786285	0.9872232998	0.8994895694	0.8545995245	0.007373437755	0.00242605347	0.7303403472	0.9968154032	SE
45	32109	663.582	224.4723523	182.3644962	1.230899418	0.5830809438	32567	202.1940863	0.7676253317	0.9859366844	0.9163205998	0.9007527397	0.006990948092	0.002838822294	0.8113554981	0.9986970107	SE
46	32114	648.566	222.6575074	183.8290361	1.211220556	0.5642361269	32393	202.2098285	0.7606708039	0.9913870281	0.9593915997	0.9081653292	0.006933347057	0.002909258919	0.8247642653	0.9989714322	SE
47	32167	654.893	217.960517	188.2047159	1.158103377	0.5043817531	32521	202.3766203	0.76059302	0.9891147259	0.9424964571	0.9285012857	0.006775904406	0.003106540864	0.8621146375	0.9984178727	SE
48	32213	658.216	221.4811143	185.2954324	1.195286422	0.5477843666	32585	202.5212716	0.7629073513	0.9885837042	0.9343383324	0.914395217	0.006875519645	0.002964975253	0.8361186129	0.999401225	SE
49	32218	653.595	222.7560714	184.4046839	1.207974042	0.5609755665	32566	202.5369884	0.7544315654	0.9893140085	0.9477439022	0.9092321798	0.006914025432	0.00291480783	0.8267031569	0.9986359537	SE
50	32233	665.493	221.2336837	185.5923729	1.192040817	0.5442895095	32710	202.5841313	0.7752044252	0.9854173036	0.9145840197	0.915702021	0.006863577194	0.002976781624	0.8385101913	0.9995383731	SE
51	32251	644.051	220.9809628	186.0277835	1.187892253	0.5397471425	32514	202.6406883	0.7640606491	0.9919111767	0.9770404216	0.9170051834	0.006851910414	0.002988674383	0.8408985064	0.998896821	SE
52	32258	654.808	220.8040301	186.2777558	1.185348348	0.5369189075	32612	202.6626784	0.7758056758	0.9891451	0.9454081638	0.917839581	0.006844938622	0.00299651496	0.8424294964	0.9985724117	SE
53	32262	652.419	222.6986563	184.5129929	1.206953791	0.5599415176	32563	202.6752432	0.7813135716	0.9907563799	0.9524626417	0.9100874094	0.006902816201	0.002921046679	0.8282590928	0.999670452	SE
54	32279	646.556	218.1816038	188.5531418	1.15713587	0.5031437257	32623	202.7286345	0.7901835985	0.9894552923	0.9703259437	0.9291738213	0.006759242969	0.00310789031	0.8633639903	0.9990294422	SE
55	32323	649.59	217.3714574	189.591319	1.146526426	0.4891499671	32615	202.8667587	0.7848436286	0.9910470642	0.9625933676	0.9332722943	0.006724977798	0.00314705339	0.8709971753	0.9986212783	SE
56	32338	653.602	221.4113413	186.136273	1.189512059	0.541530905	32672	202.9138251	0.7824908655	0.9897771792	0.9512535178	0.9164563288	0.006846785248	0.002979295412	0.8398922027	0.9990619034	SE
57	32355	657.166	221.279621	186.3604099	1.18737462	0.5391743278	32720	202.9671537	0.7837936047	0.9888447433	0.941458316	0.9172428656	0.006839116705	0.00298618801	0.8413344746	0.9989792023	SE
58	32368	675.385	221.6580649	186.1762293	1.190581987	0.5427019393	32806	203.0079249	0.7590994371	0.9866487838	0.8917085023	0.915860765	0.006848061818	0.002972112558	0.8388009409	0.9986612907	SE
59	32376	643.009	219.1300137	188.3004274	1.163725525	0.5114565207	32608	203.0330109	0.7843023256	0.9928851816	0.9840087315	0.926541314	0.006768285574	0.00307692984	0.8584788066	0.9990336999	SE
60	32433	653.76	219.8366971	188.0092368	1.169286684	0.5182614078	32775	203.2116585	0.7693201765	0.9895652174	0.9535869437	0.9243755077	0.006778179543	0.003052717038	0.8544700793	0.9991204857	SE
61	32465	653.85	225.2024494	183.6920946	1.225977906	0.5785098675	32767	203.3118831	0.7650344048	0.9907834101	0.9542650435	0.902796056	0.006936776511	0.002842471231	0.8150407186	0.9992219135	SE
62	32514	649.012	221.4454899	187.1344232	1.183349841	0.5346736437	32843	203.4652564	0.7849831	0.9899826447	0.9700068737	0.9188051492	0.00681077351	0.002994124691	0.8442029022	0.9989873701	SE
63	32518	651.651	221.2627854	187.2561106	1.181605154	0.5326964267	32811	203.4777716	0.7589152353	0.991070068	0.9622846511	0.9196204016	0.006804317159	0.003001917144	0.8457016831	0.9992854674	SE
64	32518	655.131	220.8211992	187.6655865	1.176673909	0.5270196045	32842	203.4777716	0.7940321832	0.9901345838	0.9520886554	0.9214594083	0.006790737413	0.003019962392	0.8490874412	0.9990990382	SE
65	32525	663.914	225.0778556	184.2147342	1.221823306	0.5745792539	33000	203.4996712	0.7690579779	0.9856060606	0.9272642491	0.9041301319	0.006920149287	0.002852456296	0.8174512954	0.9987810444	SE
66	32578	657.571	227.037574	182.8423057	1.241712486	0.5928139977	32901	203.6654067	0.781922043	0.9901826692	0.946779791	0.8970559503	0.006969045798	0.002783756259	0.804709378	0.9992176824	SE
67	32581	649.583	224.4241779	184.9234713	1.213605695	0.5666030911	32851	203.6747839	0.7720616114	0.9917810721	0.9702976346	0.9075438566	0.006888191826	0.002882408176	0.8236358517	0.99956916	SE
68	32615	664.789	218.1467463	191.002277	1.142115946	0.483095172	33016	203.7810289	0.8085628579	0.9878543736	0.927383997	0.9341465431	0.006688540435	0.003141746671	0.8726297639	0.9966443685	SE
69	32622	657.009	235.2708698	177.1581895	1.328027061	0.6580242879	32902	203.802896	0.7793119924	0.991489879	0.9496811325	0.8662478964	0.007212030831	0.002504990651	0.7503854181	0.9965321413	SE
70	32698	653.049	225.0141906	185.1437243	1.215348733	0.5683178519	32994	204.0401594	0.7676848308	0.9910286719	0.9634729275	0.9067879621	0.006881588802	0.002870063235	0.8222644081	0.9993380063	SE
71	32705	654.454	223.8758675	186.1499298	1.20266426	0.5555438328	33021	204.0619987	0.7794699461	0.9904303322	0.9595459232	0.911496183	0.006845310121	0.00291468958	0.8308252916	0.9992038842	SE
72	32713	660.043	215.4163208	193.4864621	1.113340533	0.4395915601	33020	204.0869551	0.7995160817	0.9907026045	0.9435953207	0.9474071153	0.006585037165	0.00327253697	0.8975802421	0.9993124649	SE
73	32729	656.679	214.2657207	194.793825	1.099961565	0.4165284657	33066	204.1368587	0.7691530363	0.9898082623	0.9537539372	0.9527275665	0.006546662614	0.00332716737	0.9076898159	0.9984239106	SE
74	32774	660.614	222.8700513	187.4792477	1.188771846	0.5407174025	33120	204.2771471	0.7901538165	0.9895531401	0.9437213211	0.916575134	0.006800209047	0.002960563021	0.8401099762	0.9986990872	SE
75	32775	649.807	220.0250995	189.8094038	1.159189666	0.5057644876	33062	204.2802636	0.7726308345	0.9913193394	0.9754023408	0.9284407281	0.006713199068	0.003076989558	0.8620021857	0.9992240261	SE
76	32795	651.03	225.2102521	185.6002312	1.213415795	0.566415511	33091	204.3425821	0.7759926175	0.9910549696	0.9723340531	0.9073413854	0.006867213053	0.002871065927	0.8232683896	0.9989668674	SE
77	32796	654.824	223.1453687	187.4192621	1.190621317	0.5427448781	33111	204.3456976	0.8008204527	0.9904865453	0.9611287425	0.9157514617	0.006804042221	0.002951598255	0.8386007397	0.9984559171	SE
78	32799	653.729	219.9055494	190.1123396	1.156713709	0.5026015934	33087	204.3550436	0.7461779962	0.991295675	0.9644394455	0.9292855233	0.006704641892	0.003084267485	0.8635715838	0.9989050894	SE
79	32829	658.101	221.5995	189.0026275	1.172467827	0.5220712626	33154	204.4484801	0.7897851661	0.9901972613	0.9525382332	0.9226035262	0.006750114228	0.003016833386	0.8511972666	0.9980014094	SE
80	32836	669.19	218.4060038	191.7587728	1.138962252	0.4786748962	33225	204.4702758	0.8029147105	0.9882919488	0.9214276197	0.9361934759	0.006651419289	0.003151784602	0.8764582243	0.9982528333	SE
81	32849	664.105	230.7223076	181.7436855	1.269492841	0.6160383779	33245	204.5107474	0.7465681818	0.9880884344	0.9359626473	0.8863934725	0.007023723936	0.002674566454	0.7856933882	0.9974321312	SE
82	32870	655.512	220.3581629	190.0206598	1.159653709	0.5063528337	33198	204.5761077	0.7812425726	0.9901198867	0.961276389	0.9283799836	0.006703929508	0.003071936788	0.861889394	0.9994932327	SE
83	32885	659.728	227.0674037	184.5596932	1.230319577	0.5825470945	33225	204.6227808	0.7856699159	0.9897667419	0.9494626319	0.90115436	0.00690489292	0.002808881797	0.8120791805	0.9991169135	SE
84	32920	671.612	219.0931338	191.4622125	1.144315272	0.4861326292	33376	204.7316434	0.7779747135	0.986337488	0.9171340044	0.9344502944	0.006655319983	0.003130210359	0.8731973527	0.9992130665	SE
85	32925	656.646	225.1281702	186.4615283	1.207370616	0.5603645269	33252	204.7471905	0.7686830248	0.9901660051	0.9595620012	0.9094694382	0.006837605777	0.002885600862	0.827134659	0.9986580825	SE
86	32934	668.197	221.4087308	189.6018111	1.167756413	0.5164075045	33401	204.7751722	0.7767086458	0.9860183827	0.9269265082	0.9248739716	0.006722801082	0.003034312134	0.8553918634	0.9988893344	SE
87	32947	668.231	209.6932927	200.2495993	1.047159612	0.2967208611	33336	204.8155836	0.7653193961	0.9883309335	0.9271980328	0.9767388405	0.006364564079	0.003573240585	0.9540187625	0.9990099172	SE
88	32951	688.26	226.6490462	185.5215755	1.221685649	0.5744478681	33524	204.8280162	0.7708016562	0.9829077676	0.8741247215	0.9037232658	0.006878366248	0.002830133432	0.8167157411	0.9977698998	SE
89	32988	676.797	224.7517099	187.1772945	1.20074238	0.5535467409	33461	204.9429826	0.7666992051	0.9858641403	0.9050008768	0.9118639525	0.006813135381	0.002905674568	0.831495868	0.998412327	SE
90	33006	669.769	223.5277491	188.2429412	1.187442927	0.5392499943	33458	204.9988888	0.7570183486	0.9864905254	0.9245974138	0.9171071135	0.006772336822	0.002955279496	0.8410854577	0.998740978	SE
91	33010	665.85	224.9712592	186.8900915	1.203762369	0.5566774242	33374	205.0113104	0.7915877317	0.9890933062	0.9356266427	0.9112777831	0.006815245659	0.002899108084	0.830427198	0.9996370108	SE
92	33013	652.684	223.7818539	188.0291423	1.190144523	0.542223823	33289	205.020626	0.789784689	0.9917089729	0.9738429464	0.9161628723	0.006778597943	0.002945848376	0.8393544085	0.998953052	SE
93	33019	655.703	224.4502114	187.5026272	1.197051022	0.549663318	33340	205.0392561	0.7643287037	0.9903719256	0.9650713855	0.9135177676	0.006797607784	0.002920141254	0.8345147117	0.9989566882	SE
94	33051	663.071	218.9513714	192.4739417	1.137563711	0.4766896755	33423	205.1385878	0.7779268465	0.9888699399	0.9446575502	0.9369139206	0.006624651943	0.003148774756	0.8778076945	0.9985621782	SE
95	33058	655.511	224.4458788	187.8781612	1.194635275	0.5470872834	33320	205.1603102	0.7992746615	0.9921368547	0.96677736	0.9140747483	0.006789457281	0.002923759655	0.8355326454	0.9981567718	SE
96	33062	667.966	222.0391436	189.7813412	1.169973519	0.5190889904	33439	205.1727219	0.7786622704	0.9887257394	0.9311727782	0.9240385216	0.006715841255	0.003020233296	0.8538471893	0.9989786008	SE
97	33078	659.456	235.5600775	178.9312328	1.316483846	0.6503915309	33333	205.2223615	0.7877214708	0.9923499235	0.9558229607	0.8712102818	0.007121351881	0.002530662194	0.7590073551	0.9992209221	SE
98	33078	652.214	221.3869025	190.3548121	1.163022358	0.5105826184	33327	205.2223615	0.7724173361	0.9925285804	0.9771671828	0.9269851069	0.006692874494	0.003048480848	0.8593013885	0.9993867273	SE
99	33089	663.915	217.3358221	194.2070489	1.119093377	0.4489030195	33466	205.2564817	0.7744102228	0.9887348354	0.9433406398	0.9444208494	0.006568219714	0.003223218146	0.8919307408	0.9981537847	SE
100	33090	653.809	228.406675	184.6885548	1.236712666	0.5883652824	33352	205.2595833	0.7693559637	0.9921443991	0.9727580692	0.898658427	0.006902589152	0.00277696491	0.8075869684	0.998753033	SE