gaussian validation data.txt

这是一个关于粒子群聚类的源代码

0.551397079	-0.657450983	0.431941771	-0.756431291	-0.285419901	-0.175068635	-1.770549716	0.511845428	-0.201719104	0.525199084	0.354452823	1.406924639	-0.732499075	-2.170545486	-0.367294888	-0.368351039	-0.025843292	-0.086839691	1.283347046	-0.845582235	0.099709041	0.601094143	-0.381162408	0.516313321	1
-2.215151653	-0.272971192	0.589152478	-0.583854671	3.959048627	1.058406269	-1.12079988	1.433879788	-0.092047685	0.19106551	0.765164714	-1.283694928	0.31308673	0.353327323	0.766131052	1.40373686	0.195522034	1.38278665	-0.049051323	0.258972932	-1.074845386	-1.027799499	-0.777927198	-0.856346105	1
0.855243343	-0.273303158	3.755103535	-0.464265213	-0.968641416	1.564408194	0.465527137	0.060736056	0.832021669	0.021537971	-1.338412403	1.022083325	1.729667929	-0.667587301	-1.632715794	0.459258445	0.814827672	0.039292445	0.3042976	0.86554337	-1.165083177	-0.519796686	-0.679112873	-1.61580374	1
-0.236816504	-0.098571036	-1.109535788	-0.54980319	-0.368802375	0.978232038	0.718018782	0.813976158	-0.344091404	0.518629122	-0.937786808	0.855973212	-0.717882358	-1.703147063	2.246579243	-1.369126039	0.549910055	-0.176667072	-1.222954324	-1.103189788	0.761785941	-0.81907956	1.920789146	-0.469276529	0
-0.992454261	-0.4325193	3.499490049	0.372647264	0.136722065	-0.813884071	-1.415335191	-2.741771823	-0.123147856	-0.163298637	0.631457624	0.63252628	-0.974780505	-1.648045327	-1.775497367	0.016542572	0.058212208	0.402976639	1.107100616	1.826783773	0.284119324	-1.308508217	0.388869239	0.706761512	1
-2.620363375	-0.396171345	-0.934326181	0.130353328	2.553606464	1.063588115	-0.335821824	-0.587654085	-0.469467523	0.597397047	-0.682084647	0.907027697	1.098630946	1.304506441	-1.29352884	0.945176453	-0.821087269	-0.364399284	1.865428203	-0.983291102	-0.242104079	-0.439974883	1.410548975	-0.013503723	0
0.990248736	0.75580715	0.364043444	-1.0396775	1.620637704	-1.072430678	-0.083682608	-0.751364269	-0.585719135	0.222853487	0.463081733	-0.651017444	-0.551112862	1.597059054	0.903662567	-1.221098955	0.206071036	-0.197471763	-2.291017154	-1.575217539	1.495664037	0.155969246	-0.432127081	1.186626832	0
0.252972541	-0.27801434	-0.472266493	1.328439794	0.037143764	-0.818442913	0.707789241	0.542784164	-0.842151167	1.674166015	-1.064713615	0.132530431	-0.119781589	0.060406364	-0.704603735	-0.149167363	-0.175220976	0.498566806	-1.245321073	-0.787636054	-0.879065283	-1.345529199	0.038024837	0.40634518	0
-0.510895006	0.804116098	-0.615534645	-1.61621756	1.705716386	0.805733862	1.061537205	0.835254923	0.582053872	0.612036501	-2.068409231	0.715107262	1.872695066	-1.141063422	0.55918008	0.182074018	-1.013004294	0.414183887	-0.631951025	-1.272769623	0.089290779	-1.349699232	1.428434189	-1.367193363	0
-1.521402737	-0.520656158	-2.082128958	1.561070349	1.481316758	1.56387614	1.852881724	1.910493665	-1.555454219	0.452963604	0.158871671	0.159865294	-0.23532948	-1.129374141	0.684322004	0.108841505	-0.485592864	-0.379466201	1.18796379	2.277811291	0.140955763	-1.027406142	-1.134089871	-2.121505531	1
0.941367944	3.720724635	0.851678124	-2.91829565	2.535161912	1.776729732	4.694556992	-0.779368747	-0.375287073	-1.133564638	-1.296250502	-0.785757948	0.226943939	-0.50492531	-0.388674835	-0.335965069	0.662719231	-1.4052398	0.374584488	0.607114998	-2.492379281	0.056824092	-0.744203135	-1.297639756	1
1.343300937	-0.324096163	0.782683856	1.917287591	-1.045573299	0.082368388	-1.474081728	1.5462183	-0.25037707	1.197597612	0.061384071	-1.498742677	1.442012945	-1.403627721	-3.168534022	0.629447641	-0.582956545	0.561208253	-0.3361788	1.682451511	-1.395596883	0.898255621	2.833912731	0.330921921	0
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-0.558990223	-0.034979166	0.494638925	0.006450591	2.103715815	-0.348245521	-0.349303946	-0.088458592	0.941377039	0.423174242	0.079596703	-0.690458819	1.234404863	-0.311796384	0.248547849	0.229189254	1.157068255	-1.185944711	-0.409820586	1.107594017	-2.183860488	-0.056414819	0.816437478	-1.813068593	0
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-0.782451934	-2.525453056	-2.073948053	-2.291958481	1.010023425	-0.656996235	-0.339789494	-1.342082214	-0.533581215	-0.716102022	-0.158020157	-1.022240212	-1.275514023	0.699785687	-0.747099875	0.014517809	0.225468284	0.445088517	0.43221462	1.043526936	-0.690165507	0.836455456	0.761773435	-0.953609742	1
-0.879147137	1.127509677	0.84921794	0.956595159	0.456545877	-0.776346951	0.750508207	-2.383167157	1.031721695	-0.689008175	-0.316975957	-0.575203103	-0.256593466	-0.532677404	-0.495281256	0.498952204	-0.148828576	0.65354925	-1.045816589	2.071465133	-1.498819984	0.946915861	0.163109917	1.713779056	0
0.393092705	2.115698408	0.279997039	-0.28511522	-3.183431545	-0.099232693	-0.545380772	-0.500212991	1.771113602	-0.377267497	1.283985966	-0.525888026	-0.168124643	-1.359840098	-1.632161002	-0.66728262	-2.496271918	0.992022251	-1.930702638	-2.102233339	0.506884135	0.935131084	1.32860805	0.80525524	1
1.49639618	-1.875223461	-1.362045623	-2.383462743	-2.000115273	-1.496430286	-1.680118658	1.10214387	1.862363206	-1.631633495	0.83676241	0.326210738	0.001266471	0.450501147	1.038958999	0.974882823	0.305306003	0.190618721	-1.570742825	-2.02296178	0.643321982	0.453147777	-0.789632395	-0.097223847	1
-3.752065822	-3.552659109	1.917615009	-2.025594767	-2.097372089	-0.0899513	0.272382294	0.85915417	0.735215053	0.095598125	0.519064542	0.434503136	-2.144879545	-0.992931746	-0.763234311	1.943963071	-0.359768819	1.728494681	-0.752972937	-1.092084858	0.248060132	0.632971933	0.250756784	2.011456672	1
1.987646101	-1.025546226	-0.169716259	1.563944352	0.26502903	-1.502053237	0.580723736	-0.444083526	-3.108434612	-0.129649607	-0.98397777	0.651151595	0.14391162	0.306333732	-0.203872332	-0.162748393	1.104835974	-1.030919066	-1.950111255	-0.139968961	-1.31667548	-1.139258075	-0.247797516	0.476507012	0
-2.117567419	1.518587851	2.484266588	-0.279856067	-1.320026968	2.171218512	1.685780262	0.005620677	-0.991774414	2.378619683	1.158664418	-0.480819153	2.520973794	0.65903123	-0.083305167	0.508109679	-1.657526809	0.138286396	0.826241831	-0.121807489	0.373452167	0.230079422	-0.606388539	0.784291387	1
1.303014869	0.246889158	-0.552842039	-1.14489012	1.32033847	-0.490406364	0.279458163	0.116815499	0.687388138	-1.736880222	1.163723482	-0.211965698	-0.238455868	-0.775874014	-1.0777444	0.795264441	-1.405987859	0.133140929	0.920108505	0.335626282	-0.188343847	-1.18825028	1.169587449	-1.661455826	0
-1.507341949	-2.859123924	1.318269369	1.639014044	0.734551122	4.995017662	1.639546099	-0.559111868	0.307496748	0.726863618	-0.03488708	-1.629450708	-1.542430255	-1.609491846	-1.112769041	-0.100649231	-1.835956027	-1.329717634	0.971710961	1.183784661	1.213122687	1.571479515	-0.693764832	0.526194981	1
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0.491870651	1.26899522	-0.538395852	1.260973477	-0.931195245	-0.023101165	-0.806846856	-0.21663709	0.862492016	1.227581379	1.017992872	-0.176837602	-0.121415269	-0.960526449	-2.024771675	0.949062269	1.444616373	0.465280436	2.441338438	-0.374764113	-1.744906513	1.837524906	-0.081668077	-1.343614713	0
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0.897221071	-2.012620826	-0.426684892	-2.224005584	-2.887454684	3.879158612	1.341104507	0.815630301	-0.461645868	-0.781949439	0.166539849	-0.78744506	0.637853645	-0.752620508	-0.933671345	-0.812483449	0.01108674	-1.045998488	0.166331802	-0.232262209	0.930981514	-0.280921313	-0.341876785	1.165690264	1
1.901298674	-2.009983291	-0.251807251	-0.113519718	1.237406195	1.057751433	-0.416717967	-1.603002602	-2.24707037	-0.898144208	0.581405857	0.21731239	-0.020066864	-1.309495019	-2.400847734	0.087051149	-0.38639314	0.415924433	0.04548383	1.076939498	1.120311026	0.856819042	0.071862587	-1.921907824	0
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0.902621196	-0.252739483	1.405733201	-0.010174972	1.025064194	1.155078735	-1.176044861	0.398399607	1.139724191	1.978114597	1.422408786	0.088127763	0.132206424	-0.869033556	1.375606189	0.286652266	0.314037152	-0.907596132	-1.398066161	-0.951354195	0.754305347	-0.775750095	0.003997229	-0.330994681	0
0.691879904	1.363159754	0.042199417	-2.941451385	-0.662055299	-0.181606765	-1.51398126	0.602763066	-1.394942046	0.804948286	0.333315029	1.072487521	-1.405096555	1.05266281	1.335274646	0.126264013	-1.251983122	-0.684879069	-1.026505743	-0.794548214	-0.292704954	-1.553644324	0.822324182	0.055493956	0
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1.169978532	-0.37837026	2.338738341	0.596373866	2.863553163	1.641101335	0.324457687	0.243389877	0.708747621	0.3320838	-0.537048663	-0.086522505	-1.085431904	-2.419583325	0.026262796	0.244242528	-0.755735527	2.341967047	-2.169554136	0.597610779	1.603852979	-0.803436251	-1.413118298	-0.799443569	1
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