cluster3000.dat

一个投影聚类算法及其数据集生成源码。 参考文献： Eric K.K. Ng, A. Fu : Efficient algorithm for Projected Clustering,

1150	27.839	-59.520	-43.831	-80.743	2.884	-92.874	70.425	40.440	-53.777	-10.544	18.284	-92.206	39.149	-88.665	-10.883	79.485	86.276	-79.324	-66.701	90.255	
143	-15.687	94.555	-17.585	-84.744	-53.264	-77.837	-14.612	-10.657	-29.859	63.057	21.442	5.939	68.407	-21.003	-95.175	88.983	58.522	-93.359	-54.720	-36.363	
48	18.619	-14.164	36.650	48.097	45.518	-18.830	-38.560	-0.348	51.555	40.596	-49.928	-85.684	89.187	-94.528	-70.470	-40.791	63.106	-49.001	16.007	61.724	
1394	-29.850	-84.680	11.820	6.632	84.912	41.005	73.513	86.004	-37.333	50.191	75.359	40.379	71.850	-58.681	6.180	-5.612	-98.453	36.155	12.690	-65.587	
2309	89.544	-72.015	-30.363	92.453	4.508	-59.343	1.785	-74.364	-1.856	-66.427	82.531	-30.720	-38.804	95.703	34.495	14.881	58.397	-30.271	6.775	-4.419	
2704	-64.125	-67.861	4.025	78.857	82.015	42.329	-42.305	-84.869	-10.254	-32.630	-92.453	89.062	56.297	-59.313	-10.935	-18.174	61.467	68.496	58.220	-86.834	
223	-13.074	3.357	4.614	12.763	44.029	-63.124	23.643	19.550	-19.929	-49.541	72.897	26.856	-13.697	-0.864	62.395	-28.156	-67.675	-13.355	-10.453	55.983	
2276	43.226	-50.246	-87.027	34.645	57.869	38.234	44.581	-20.475	9.857	-51.473	36.448	-29.560	90.316	-83.041	22.687	52.974	-82.827	-3.931	63.442	-59.511	
857	-50.560	9.552	99.799	85.925	10.858	-53.691	22.150	14.652	97.385	-70.000	26.057	39.070	-9.677	80.996	-55.596	16.196	-50.316	-94.528	34.223	6.964	
1334	-49.492	-87.771	83.151	-3.916	-77.132	-78.710	27.177	-46.467	-42.506	-85.122	-88.073	23.627	-81.341	71.059	-65.413	64.238	-30.415	-80.834	-4.968	-14.710	
132	-89.697	-60.509	-54.543	-4.245	71.911	-66.872	7.331	-97.595	-39.692	63.927	-32.795	-35.261	-30.171	6.879	95.010	61.266	-67.077	-13.611	58.519	-38.362	
2817	-60.369	-23.682	81.713	50.768	93.329	-44.792	-97.674	94.424	97.171	86.785	82.537	-54.695	13.163	-83.120	11.344	-71.636	-42.228	-99.869	-1.422	92.700	
882	-82.055	-32.179	-43.226	12.986	51.698	-88.293	18.699	-2.979	3.708	60.991	7.135	-23.771	23.719	86.608	-78.549	-29.801	-17.573	91.501	74.508	-59.090	
1044	85.925	-26.032	-76.522	10.974	86.346	-86.077	61.888	-11.347	82.940	21.970	47.044	65.377	-83.456	35.026	18.442	97.754	63.884	61.504	50.902	80.422	
104	80.581	44.087	-13.462	47.816	69.866	90.890	62.752	99.594	-35.139	-21.921	-23.841	-90.860	21.485	3.073	58.614	9.919	-77.795	67.620	-21.604	43.504	
1581	6.345	25.178	-3.375	29.496	-99.948	58.211	-61.382	97.180	66.527	6.000	-38.301	94.961	-41.243	36.143	-67.928	-5.612	-86.108	3.519	68.508	49.010	
2684	77.074	96.802	-23.612	72.347	78.661	72.402	50.487	-27.894	-6.061	-75.997	55.922	-38.221	74.752	51.482	-79.601	48.927	37.587	37.471	-24.964	68.880	
2310	9.430	-51.277	-77.572	-97.964	-79.260	60.399	-10.956	-42.280	-9.751	-41.493	-79.995	16.916	24.433	-26.878	1.740	-36.171	-82.253	-38.505	-23.823	91.269	
1083	39.711	9.442	80.276	-15.613	-0.461	92.871	-34.895	37.532	-52.431	-58.553	12.125	20.478	-92.410	76.830	15.394	-90.796	38.176	90.100	-32.984	52.931	
2038	-28.104	71.801	-31.388	-92.190	8.271	-72.900	-36.164	-64.946	7.062	55.876	-0.302	-76.403	97.290	-16.205	-60.088	45.802	-45.784	-91.342	-78.439	-59.181	
2220	-50.529	57.198	75.793	9.586	65.258	12.143	48.451	-24.824	-11.551	-48.485	74.441	-82.687	78.472	-11.429	6.873	13.684	-9.647	-45.604	54.811	91.293	
226	77.905	-29.008	-51.607	9.668	-47.353	94.525	10.791	48.903	23.020	38.881	-69.411	27.741	87.945	19.147	-18.894	-43.825	-27.784	36.717	23.417	1.419	
1885	-42.943	-8.795	-25.752	-26.661	-48.155	27.378	40.629	-70.278	-59.612	5.731	35.606	97.827	-69.570	12.394	99.411	67.437	-8.454	-92.645	97.818	-95.035	
1591	-94.476	77.486	-16.993	7.080	-70.724	80.145	-94.366	80.810	29.795	80.041	-36.979	-71.950	25.898	94.281	27.351	-29.972	74.459	-36.637	-16.834	-0.827	
1917	-39.219	64.031	6.482	17.161	-6.873	10.526	-15.394	76.067	49.156	8.802	36.592	4.309	72.454	99.145	-80.364	-11.063	54.924	-25.929	5.130	28.153	
593	-71.096	-21.604	-35.810	-37.776	-3.980	78.176	69.665	-87.744	-44.688	6.195	69.668	94.211	79.528	-81.240	45.369	-31.922	-64.617	77.895	-21.241	-11.933	
877	88.006	-91.247	92.553	-46.849	-19.260	-45.854	-68.706	-3.562	46.599	-92.248	-4.123	43.480	1.483	-90.902	16.590	-50.270	-70.739	-83.728	-93.124	-45.082	
1243	96.149	-53.050	-83.312	89.291	61.586	68.102	80.200	74.722	67.608	-18.995	88.632	-1.398	-93.561	38.212	-81.118	-42.769	-47.200	9.601	-41.194	98.437	
549	1.804	64.837	-94.272	34.404	20.771	67.425	26.005	-10.797	69.726	-84.176	-88.156	97.113	-16.144	44.191	91.940	-74.929	16.453	85.360	88.897	28.175	
1493	90.643	-88.314	-39.238	20.829	-84.371	-97.952	-67.727	62.188	18.580	32.383	-7.010	59.560	-26.600	79.446	28.501	-58.544	-78.762	-80.667	60.729	70.730	
1946	94.504	-2.759	-95.196	88.946	41.981	-96.612	79.739	90.002	25.184	43.751	99.396	24.900	-58.535	90.350	44.746	-96.600	-28.999	68.697	67.803	25.217	
1688	45.701	6.186	25.333	0.797	77.032	21.809	-9.748	-23.511	75.256	-10.114	-67.443	31.425	88.620	-12.726	-4.666	-15.705	-60.964	77.300	80.886	-23.368	
292	18.833	4.022	89.621	-47.517	46.086	-79.592	26.835	5.066	-45.994	-98.697	-46.779	1.981	90.872	-73.012	-5.344	-86.016	59.160	-27.674	90.939	-86.935	
1348	60.060	85.272	-42.827	44.258	-45.631	37.318	57.006	22.504	-10.395	3.253	79.559	13.901	-78.454	76.916	-87.509	-28.645	-78.100	-60.530	57.186	72.607	
2192	-3.912	-86.187	20.084	12.595	66.390	24.842	6.226	29.081	29.035	-82.781	75.005	56.417	32.981	85.620	33.558	-10.593	-9.095	-49.773	-42.637	4.462	
1117	-77.581	-41.462	9.937	50.468	35.099	-23.173	70.983	-50.893	29.380	87.661	57.472	75.582	21.308	-79.418	-53.151	-27.177	-34.568	3.674	-37.150	93.866	
1647	92.718	-22.871	14.872	-89.587	-43.825	40.651	36.323	-81.802	-72.564	73.336	1.990	-6.693	-99.826	8.914	56.203	-71.935	-69.829	53.536	67.977	46.886	
21	24.732	65.471	-99.380	-40.361	66.741	76.626	-61.403	65.844	7.706	1.498	57.305	94.229	6.256	-33.689	13.471	-94.058	92.395	29.865	97.797	59.243	
237	-79.592	81.249	-25.501	24.320	-64.434	72.613	-52.538	-67.165	13.694	28.745	-56.417	-99.237	-38.966	48.460	4.584	-43.309	-58.757	-26.054	10.273	98.709	
2491	48.109	60.311	75.863	-94.043	75.713	-50.978	23.737	27.442	28.489	-82.751	-14.652	-94.290	-23.734	-96.756	53.594	-2.454	8.710	49.538	83.117	75.030	
365	-47.749	-59.548	64.238	-40.562	-96.881	41.115	-44.771	-10.794	65.917	-25.947	15.192	-45.891	68.087	-72.103	-52.007	7.172	-57.134	60.479	48.595	97.366	
2981	-51.921	-78.799	-33.583	-88.308	-48.549	-93.097	76.696	36.216	19.959	-6.687	82.122	84.396	-3.052	-6.677	69.366	53.484	-73.281	97.931	-41.612	-19.187	
2555	-6.769	-24.543	41.591	-77.511	-29.936	-78.860	-94.919	97.491	-56.578	-97.931	40.974	-61.437	12.491	-47.502	-51.259	92.666	47.588	93.512	35.243	70.721	
602	35.490	-61.055	33.732	34.129	60.656	-80.886	99.731	70.617	-92.972	-23.392	66.793	-94.852	49.879	-20.087	-4.892	-13.678	-45.967	72.582	-63.775	78.857	
2031	-30.100	49.077	3.806	-27.280	-10.004	-68.355	-14.362	-8.725	64.403	71.245	19.660	-1.086	42.601	-79.629	72.127	13.095	-51.610	42.909	33.262	-74.575	
1068	30.760	72.005	-41.990	-14.151	-13.791	-60.823	-70.534	24.519	78.484	-95.257	-67.754	15.143	83.755	49.663	-90.023	-52.510	94.269	-70.846	19.575	87.863	
743	92.553	-49.541	-70.382	-72.433	-78.597	-79.403	-81.487	-60.167	56.978	-3.491	-97.891	97.980	-11.447	-48.250	-38.887	3.461	67.067	44.990	53.941	30.146	
1670	-39.790	-38.878	-66.039	-20.215	73.598	85.430	2.545	-44.743	65.084	-34.468	-13.572	31.437	-75.591	1.636	-77.834	79.873	-30.787	27.369	95.993	64.208	
2493	7.807	23.374	71.545	-23.444	-9.842	6.623	-79.159	39.146	-28.254	-20.829	-20.545	-0.678	-92.190	45.439	-67.809	-57.939	5.679	-92.117	-94.314	61.599	
1867	72.259	88.717	-93.042	-90.823	-7.068	50.783	82.446	68.523	36.473	40.522	99.823	-64.083	-85.159	-13.303	82.156	-83.590	-50.746	51.619	34.486	47.572	
2115	65.914	86.587	85.775	-56.233	-47.987	-6.931	-32.240	42.186	-36.058	-55.467	-68.252	10.688	-15.595	13.077	-4.651	67.379	30.546	-70.214	-74.648	-33.506	
773	82.962	85.855	-27.152	48.665	20.078	-34.013	7.651	-61.034	-8.966	-37.724	-26.551	-5.103	-98.602	-90.503	-15.058	-66.924	69.491	65.346	-68.520	36.818	
746	-70.791	11.225	77.288	49.635	44.899	-37.053	45.088	-12.479	-39.576	-83.172	-94.873	-19.935	-7.553	80.352	62.172	56.816	-93.634	-96.255	-75.964	-88.391	
1268	-9.305	-69.436	-27.033	-38.112	-94.864	-30.818	-23.829	-52.870	-69.002	-12.674	-35.820	55.705	65.926	45.131	-24.357	-86.056	-59.975	-40.126	-61.034	27.485	
2558	-77.715	62.905	-33.546	22.929	97.559	91.012	39.048	-77.407	-36.866	60.765	-65.020	-48.274	26.569	-1.242	-57.610	22.962	-73.263	55.776	77.514	84.191	
2892	-8.823	90.915	-43.324	-62.716	27.522	-92.932	62.386	-77.566	10.627	-51.790	-49.162	-63.771	-38.514	-32.649	-31.098	-87.603	-90.277	-34.825	41.972	-49.300	
1459	30.839	38.285	2.750	73.312	85.562	37.642	89.962	86.023	-2.347	-63.619	-91.546	80.999	1.263	-92.053	50.209	-71.712	11.634	-40.361	-94.302	31.779	
1189	96.661	51.543	56.157	22.697	65.529	-65.651	-77.966	9.076	73.016	-78.784	-5.118	-61.370	6.604	-89.563	67.089	-46.110	61.089	-33.119	-45.769	3.659	
2029	0.681	2.588	-31.349	13.413	-8.628	58.080	65.658	-46.565	24.317	23.167	-73.040	-6.317	-67.882	68.871	-78.698	-55.638	52.315	-85.153	-14.566	-32.466	
844	-83.081	-39.879	12.665	52.477	45.216	25.330	85.958	99.295	77.953	92.172	-96.713	-2.240	-36.808	70.931	12.357	1.553	-43.217	-80.993	-48.851	-1.141	
1800	-21.622	27.088	1.523	-8.798	24.091	-83.270	63.460	-63.955	-42.424	64.391	31.336	-52.889	7.770	85.107	98.798	11.490	-77.731	6.342	37.291	-15.476	
1038	10.959	-69.289	-64.467	-58.132	-29.292	16.880	100.000	-15.537	-67.342	-2.780	-8.960	99.313	9.607	-87.875	-32.688	96.841	15.094	24.229	7.129	99.014	
2601	-29.417	26.615	-68.709	15.458	-84.402	31.455	-47.685	77.279	85.202	43.333	49.019	27.277	84.915	-68.966	20.716	-97.705	-46.681	38.685	-9.705	75.478	
1887	93.301	-15.439	5.176	54.936	44.328	-91.259	69.463	78.054	-40.703	71.245	-56.383	-62.188	-56.844	-45.064	-17.106	-15.299	-0.266	45.918	93.521	-38.707	
698	98.685	97.049	99.072	17.310	-74.624	45.689	-87.143	97.320	-7.532	-84.588	6.903	51.497	83.401	-60.958	46.672	31.889	31.834	-72.985	-64.772	-10.062	
2917	50.713	-53.804	7.895	-4.837	-18.259	42.976	-16.962	-97.525	92.676	-45.491	-20.472	34.648	99.231	78.228	-15.372	18.195	4.886	3.955	35.420	83.349	
2490	80.404	52.828	7.025	-63.707	-49.944	31.327	-92.630	-44.032	-28.187	-18.799	-21.552	0.479	-44.932	51.402	-8.356	28.336	57.222	-93.603	-58.708	-57.250	
1293	48.933	97.162	62.728	53.960	-17.896	47.612	-75.863	12.549	-50.514	98.260	87.231	32.157	83.847	-91.647	-75.500	-82.226	55.242	-68.545	52.226	-55.232	
1210	39.436	-64.443	-92.730	6.922	-73.168	93.533	54.439	84.048	-67.281	20.176	82.769	39.592	-6.342	-17.917	4.462	-35.517	35.740	-15.946	8.457	-32.987	
114	-36.305	-33.088	-14.252	70.113	86.413	-99.289	-27.757	27.174	11.591	64.599	-84.646	79.363	21.635	95.657	81.234	37.013	-35.218	-59.682	92.825	-73.342	
/ Cluster0
938	71.708	82.684	-89.706	-90.588	13.627	48.518	-58.252	-9.772	-36.977	-84.158	-49.223	-64.724	57.619	9.302	-23.875	69.626	-88.592	-75.805	-93.308	-28.245	
636	70.611	85.726	15.073	28.590	-56.264	-71.410	-59.437	46.455	-38.744	-87.930	-47.072	62.075	57.891	-87.069	78.491	69.374	45.454	73.681	-94.590	-69.036	
2162	71.565	-96.863	62.413	4.709	72.915	-85.601	-58.545	-27.073	-37.272	81.149	-12.784	-86.544	57.595	80.599	38.047	71.187	79.049	-96.756	-97.961	61.000	
905	71.441	-10.987	42.564	21.589	65.801	-0.534	-58.263	-36.906	-37.167	92.325	-31.553	-6.082	55.117	-45.354	-17.716	71.189	77.792	-29.722	-97.808	-9.433	
371	70.735	42.549	-20.902	7.291	38.658	-23.676	-58.410	64.678	-39.067	65.600	53.591	-15.171	58.073	-75.253	-69.350	72.261	-11.530	-1.703	-97.681	-13.028	
2121	71.431	84.277	74.355	-14.704	8.234	-40.330	-58.550	50.804	-38.642	-72.500	-7.129	62.871	57.268	85.592	-76.711	73.968	-94.839	-24.421	-97.475	17.121	
681	70.850	-64.666	27.009	22.175	-30.860	-99.533	-57.278	47.914	-39.006	3.690	-86.312	-57.533	59.156	-82.684	-70.495	70.242	-15.284	-56.337	-97.960	-18.455	
210	71.451	-68.242	25.819	30.271	-45.820	-25.486	-60.427	-26.777	-38.712	27.671	-74.911	-81.518	57.350	-31.950	-88.754	71.598	82.815	-13.376	-97.725	-54.158	
2746	72.281	-72.262	30.995	23.594	9.738	-82.510	-59.933	74.535	-40.276	-81.927	31.437	-37.394	55.811	23.612	75.423	70.962	50.496	-52.242	-96.628	-55.828	
1690	71.678	54.173	57.195	-26.508	92.053	90.664	-58.889	25.791	-38.497	14.380	-36.784	83.609	57.513	-39.561	-81.256	70.076	-49.879	-93.457	-97.340	-52.638	
1819	68.279	-73.107	49.037	-65.111	-58.492	-57.149	-59.398	-27.775	-38.709	-55.907	-29.566	40.040	58.667	-34.129	95.370	70.899	-12.714	-65.926	-97.682	52.406	
2113	73.832	63.649	45.503	91.983	-24.808	-92.129	-60.158	-56.240	-37.110	-16.276	-64.312	-89.834	57.759	42.967	-79.162	71.290	53.127	-80.483	-97.770	-4.419	
1485	71.607	-38.575	-19.404	-73.208	54.131	54.888	-59.380	56.435	-38.698	93.426	-60.988	-10.639	56.645	-15.180	-85.076	71.966	97.250	13.736	-100.134	39.814	
2227	71.546	-16.486	8.606	-15.659	-35.997	-64.315	-58.265	70.702	-38.277	-6.629	-8.811	-73.742	56.748	12.146	8.158	71.249	8.975	-43.727	-97.591	-81.918	
2901	67.861	8.185	-21.735	-64.904	-60.778	44.108	-61.936	-18.799	-38.893	46.287	-79.879	90.722	54.620	-19.398	25.962	70.824	-7.892	-62.050	-97.464	-7.932	
2802	70.499	-49.208	40.794	-66.939	-27.076	95.755	-56.328	6.259	-38.733	-13.025	-37.053	-1.996	57.076	63.054	-19.572	70.933	46.327	31.648	-97.121	11.808