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,

3000
20
-100
100
/ Outliers
1686	1.227	-79.806	23.103	-28.001	-29.139	12.580	78.347	69.552	-9.003	24.592	-89.914	43.846	69.893	0.095	47.407	-51.292	-32.170	78.216	-20.612	-78.228	
1735	57.112	61.931	-2.820	-49.651	84.005	-14.566	41.716	69.451	-54.759	-43.767	-57.723	-48.146	26.026	72.982	49.855	18.116	68.795	-0.452	89.105	-36.348	
458	-55.501	-45.711	-99.274	74.645	-34.654	-83.532	-25.336	-97.388	-92.932	-65.444	89.328	-26.749	4.785	28.709	33.656	95.444	69.567	-92.801	-52.000	86.950	
31	-36.116	-43.388	7.657	63.253	14.890	-3.824	39.393	80.074	77.569	-94.137	-54.811	-89.608	44.142	77.496	-11.213	-30.750	-57.555	94.214	-83.953	-6.848	
2381	45.790	83.218	-22.294	-50.917	71.487	-91.046	92.779	78.384	69.051	-68.322	10.080	-27.314	-69.262	53.749	-55.367	-86.163	11.380	-45.582	82.147	-8.982	
2942	42.769	-60.622	-9.644	18.192	-5.982	80.691	-3.662	94.778	13.395	-86.630	-44.923	56.044	9.296	79.769	-84.942	-20.847	-19.514	90.927	-89.373	-62.334	
1258	-88.510	-76.876	-68.889	-48.158	3.995	-4.346	97.528	68.236	9.046	-21.494	18.543	49.968	-1.697	16.898	37.791	60.976	-22.074	66.039	4.556	-99.344	
217	-26.978	-65.276	-79.940	-71.340	-52.010	-53.349	92.697	56.661	-61.174	-20.347	82.614	-61.165	-84.002	-4.202	31.349	57.100	-40.129	74.670	80.816	-10.843	
131	-51.442	-4.801	39.018	98.138	-41.667	-29.963	73.424	6.821	23.475	-94.281	91.821	27.064	73.113	-84.646	-10.672	-29.102	92.480	-52.196	10.993	-28.471	
324	58.776	-21.302	81.683	-38.743	-61.577	86.047	-50.395	-11.753	27.464	-94.208	-1.914	65.352	-32.127	-18.748	-83.996	98.618	99.976	-16.807	0.720	-94.601	
261	91.241	-76.159	93.384	-10.559	76.598	-49.229	8.811	55.702	-99.268	74.557	-55.260	-56.398	-24.616	-85.784	45.756	8.933	-77.291	8.145	-28.956	-19.742	
2233	65.804	-42.457	-7.505	-33.131	94.653	-36.579	43.907	-46.516	-63.927	44.420	53.871	-13.172	56.423	-72.417	-87.173	32.444	-12.244	13.517	-96.026	27.500	
394	90.921	68.664	90.930	-10.553	-21.006	-55.779	-84.024	35.606	-37.202	6.247	-19.959	-38.679	4.953	-48.909	-94.269	-65.545	-32.572	81.530	59.185	-86.959	
1114	70.830	29.795	17.045	-1.410	0.073	93.799	-1.123	25.336	-4.852	82.006	44.002	-70.870	-35.997	-32.768	-33.421	-11.060	60.247	23.283	55.654	32.627	
1288	97.363	66.094	26.341	-76.183	-44.722	93.057	-8.878	63.961	89.447	26.847	-20.255	-15.058	7.984	-39.927	24.427	48.183	-53.258	1.038	13.163	71.856	
1723	-29.231	9.183	-74.416	-62.175	53.050	15.107	48.177	-28.034	4.645	30.290	69.829	-63.866	63.826	23.420	1.022	89.871	34.910	4.389	-48.018	79.745	
1102	-58.821	-95.773	67.550	-75.936	-12.699	91.809	-60.195	-92.352	-97.018	-4.889	51.222	4.611	10.178	99.548	-58.953	27.781	-10.639	-13.929	-50.618	-81.591	
1737	-66.506	-68.792	-85.736	-43.187	92.651	-63.976	46.941	87.356	-75.326	62.404	58.367	14.267	-84.262	-61.547	-91.501	64.702	72.280	52.425	58.531	-22.788	
2251	-62.416	-66.085	93.231	-6.232	22.507	-7.581	19.282	44.060	-27.314	-77.468	-6.177	-41.847	-8.127	80.776	-12.543	34.455	-89.889	23.499	-17.017	-26.258	
364	-15.766	96.588	-36.604	-18.894	-59.313	-47.414	32.530	-26.478	-24.027	38.777	3.610	78.359	30.506	95.373	-67.113	-9.326	91.018	37.785	27.094	37.376	
373	71.633	-3.970	30.287	28.922	-41.826	58.238	9.439	51.543	11.591	-87.735	14.188	14.197	-56.044	86.435	29.408	-94.995	-27.531	-26.612	-81.072	-56.383	
1309	-55.251	17.850	-29.618	-47.929	32.340	-53.493	-50.804	-96.518	-90.515	-44.649	4.062	-84.100	-62.145	-41.679	-88.375	12.934	-29.896	43.171	-85.604	58.312	
703	63.820	92.425	-91.385	8.789	-45.961	-61.437	-33.460	-93.930	82.479	-22.391	77.560	-99.533	3.247	6.638	20.731	-70.367	48.976	-51.186	72.234	-0.412	
2797	45.799	-32.664	21.873	-10.593	67.412	88.839	95.868	-13.999	84.649	27.567	-0.211	-68.636	2.625	23.307	51.531	17.649	85.321	-1.083	95.444	-17.072	
79	67.702	7.987	12.415	51.039	55.330	72.140	11.127	34.541	-11.463	-49.196	-9.330	-3.638	-31.684	56.322	2.194	93.228	5.982	-93.683	-18.195	2.231	
2875	68.386	-53.417	-62.444	-46.376	-34.062	16.129	-47.560	98.401	23.930	34.874	-12.030	15.787	76.760	-6.641	-26.075	56.026	-48.796	31.336	84.991	79.318	
657	0.864	-58.263	90.023	38.813	72.970	-20.118	16.718	58.367	-46.416	-54.460	-70.794	97.754	-93.414	12.711	31.480	5.402	14.188	-56.630	82.400	-58.647	
868	-61.592	-42.299	29.908	91.446	-53.206	-91.604	8.966	-9.607	70.959	51.228	-76.498	93.561	48.228	39.134	-92.242	-88.546	-44.459	-78.539	-87.118	-82.382	
697	7.260	-19.410	-19.086	70.678	-22.031	-47.447	16.501	-9.583	49.055	-80.557	8.979	-56.020	48.109	-52.843	45.750	95.410	90.594	86.108	1.517	56.905	
2666	-59.114	-48.805	-69.829	-16.141	34.611	-2.545	-43.916	-85.461	-70.959	36.082	-85.076	91.635	-57.082	86.782	-78.506	41.121	-66.552	-49.611	76.687	72.784	
321	-94.717	73.644	-30.232	-98.132	-83.294	-46.007	6.238	29.044	-32.478	-63.399	94.162	93.030	0.571	-91.058	-99.164	-35.926	-91.067	9.244	22.977	-12.168	
1715	27.274	47.240	-32.264	62.499	14.423	4.804	-14.478	-79.205	-89.276	-61.202	21.216	58.870	57.231	-71.636	99.084	-42.595	16.941	-51.277	8.054	43.724	
2338	-72.417	-46.721	27.323	-63.100	32.636	-94.980	48.683	-91.784	98.654	69.973	-57.353	1.291	38.209	-16.498	0.372	21.335	47.847	-71.734	42.439	-5.042	
2148	-2.506	74.206	9.268	81.713	-92.651	60.280	-18.467	-97.034	-48.863	-48.149	-97.876	40.812	53.963	-9.311	91.440	-62.236	42.610	27.561	-52.565	72.579	
1900	-88.421	45.466	24.973	-35.447	78.570	98.358	-11.075	-44.514	-75.903	35.804	27.815	-88.757	-68.551	30.616	50.026	-5.176	7.028	75.314	41.310	19.056	
1734	-28.861	66.115	72.381	71.679	-70.672	-74.422	-26.933	-35.554	-67.800	5.799	94.989	17.179	41.426	-46.474	53.771	47.252	-73.156	-97.302	36.058	58.406	
1373	-67.147	-95.260	-86.035	-50.459	99.713	-22.425	-2.661	-43.132	-56.426	-2.478	70.540	-16.291	56.740	84.668	-78.253	37.684	-66.094	-15.284	24.235	-78.170	
1162	95.511	-96.686	-10.135	-14.451	-88.726	-33.735	21.671	19.318	-96.780	-67.830	-96.991	-39.372	40.138	98.343	82.528	-60.268	-58.296	-91.632	-76.366	-59.441	
2135	-46.892	77.523	-59.093	-46.348	82.308	33.293	-12.168	-90.204	-33.787	-55.144	23.777	-35.200	-63.045	17.203	82.186	-3.262	-11.368	17.994	-56.606	84.271	
1952	-74.239	14.429	65.560	-13.782	-63.424	43.291	-32.725	38.301	-56.609	30.216	30.308	-67.974	-34.480	86.184	9.891	16.846	5.362	91.491	20.811	-30.598	
536	-17.307	-67.248	15.986	-1.764	-57.707	-34.355	45.317	-72.485	40.416	59.990	36.503	24.720	-80.343	91.598	-63.442	58.007	-55.565	-78.356	2.054	54.677	
913	56.951	80.181	-73.672	-32.594	-25.248	-64.202	75.872	-85.406	-75.713	88.751	-0.855	10.239	10.205	74.831	41.298	-22.980	16.807	65.130	-83.709	60.979	
1716	56.920	70.470	89.297	-73.287	39.891	3.818	62.322	-98.407	-85.113	-1.770	5.951	-29.508	-71.630	-33.509	65.639	-67.177	75.253	97.324	-59.960	59.636	
2840	-93.167	4.559	-98.987	-30.491	56.041	-51.140	-90.136	-93.963	-27.644	76.516	-31.544	-57.613	-91.937	10.169	92.914	12.589	-27.696	5.594	-83.871	11.353	
943	70.626	61.785	-9.839	32.917	62.951	-32.203	-15.384	-35.582	-90.542	-21.287	15.085	97.162	-7.520	-68.419	11.875	-42.723	48.366	19.416	-2.930	59.828	
2112	27.522	-85.510	73.000	-1.254	26.514	89.834	-75.280	75.243	68.557	-1.410	-99.777	-23.212	-80.651	-56.633	29.151	-85.022	-43.214	68.249	-82.095	-51.680	
1241	27.177	-21.839	-44.179	-5.594	-18.586	-59.816	-86.215	48.302	-30.735	-52.901	70.116	-15.696	-3.751	-59.102	42.256	-80.776	91.717	-70.208	-14.331	-43.861	
2096	37.278	-45.763	31.712	-10.352	-33.750	-34.565	29.313	-55.934	74.734	-83.639	74.944	-79.339	-91.211	34.718	0.168	-42.558	-76.168	8.243	18.671	98.596	
2912	-96.704	74.841	32.115	6.684	-93.634	-14.286	-23.493	35.038	-68.593	62.029	37.996	51.070	-58.669	-43.141	-51.366	-99.139	-98.477	93.820	25.761	65.773	
40	-69.805	70.363	53.114	-32.420	-38.691	45.668	-85.989	-15.662	-80.068	93.197	55.934	94.967	-89.828	58.470	79.363	-27.906	84.472	-18.052	-50.890	52.910	
881	-88.202	-26.041	-24.198	-79.479	7.526	48.036	-80.407	65.938	-93.384	82.638	83.920	84.661	90.738	-70.421	25.782	74.798	-75.686	-90.432	-54.561	-82.531	
2429	-80.090	44.160	94.681	88.787	-3.656	-27.033	52.287	-24.482	13.572	-87.399	-8.625	73.260	-31.590	-72.991	-0.876	61.708	8.661	64.943	90.524	-37.120	
1994	-87.027	99.261	-19.218	32.707	-49.831	75.799	52.132	20.334	-58.238	-54.747	-8.820	50.777	-76.040	40.632	-81.585	-81.423	81.750	-53.780	41.319	91.531	
805	-68.239	89.309	-30.882	84.954	-29.823	-63.613	-45.955	80.377	-36.879	-48.354	-3.388	-89.053	97.961	-91.937	97.089	-80.032	9.394	28.486	41.340	-32.902	
1381	92.410	-74.364	-1.697	-78.021	-17.722	12.104	13.334	-24.241	-17.661	61.943	86.889	-74.166	-85.778	40.776	1.837	26.856	63.948	8.652	87.365	68.099	
1880	-16.980	-2.759	-90.692	48.100	94.739	58.901	-32.960	-46.754	81.738	-20.484	-52.586	-26.365	34.251	35.017	36.122	-71.874	4.941	38.066	-36.604	-18.607	
1125	-54.946	-24.769	79.421	67.504	-53.493	-8.798	55.672	-87.844	65.020	-68.856	3.030	7.489	23.771	-82.653	74.099	90.631	-95.917	48.399	92.264	2.988	
607	-29.151	93.780	-95.056	64.589	89.822	72.454	-65.023	-89.962	87.506	-48.015	48.073	-15.891	87.158	-65.502	59.349	16.663	8.689	10.364	76.568	-6.772	
2587	-14.096	54.961	20.893	-31.172	-82.058	-92.526	25.300	43.010	70.049	58.672	90.423	68.856	63.955	40.367	-27.918	61.443	15.168	72.411	-91.327	-39.894	
704	-65.215	-21.436	-94.427	-17.460	57.851	-57.378	-17.103	16.764	38.670	12.467	98.700	72.518	42.232	-27.708	18.873	21.760	-66.643	-86.871	65.972	-81.610	
1306	35.691	-37.965	-92.877	-14.469	48.442	2.231	60.363	-80.792	-16.352	-70.635	67.965	-79.290	-87.878	-87.829	72.338	74.682	60.579	-23.646	93.112	12.922	
250	80.746	32.099	6.244	23.939	-30.479	97.845	24.903	11.869	-2.332	-70.180	67.797	32.789	61.397	84.518	-15.046	-59.948	94.925	71.377	51.561	36.506	
128	49.428	-52.867	97.870	15.769	-55.296	-26.676	28.489	88.919	38.902	37.544	-77.804	-0.250	-22.211	36.250	-33.393	49.913	9.891	-26.109	16.910	-84.124	
346	-63.930	-96.945	-52.446	72.924	-65.722	-46.571	-22.367	-75.411	65.703	89.785	-10.700	-92.453	-20.444	-54.851	33.964	-6.946	-17.273	67.479	-59.563	-11.542	
708	86.370	22.312	11.609	-23.872	-0.375	41.914	64.318	89.300	-61.531	23.246	-22.831	-71.133	76.241	71.657	91.610	-28.379	17.219	-22.367	-30.268	80.972	
2715	-73.086	49.452	-96.957	62.496	85.467	62.328	79.189	-60.442	73.620	89.727	-12.232	-43.916	46.535	-51.201	-84.964	78.903	2.548	-16.083	-33.198	-30.964	
425	-16.443	49.998	-20.588	-55.516	-14.069	48.811	-6.958	75.518	34.446	-60.155	4.178	46.745	-79.373	-92.373	-19.504	-10.504	-50.539	-11.035	-86.465	-33.866	
1551	74.136	-22.910	-83.187	-37.413	12.958	-47.444	38.285	10.456	66.030	75.753	24.213	-13.782	55.690	-17.103	38.115	69.890	-2.222	32.899	-70.183	-40.712	
623	85.955	58.168	59.526	-92.859	96.872	10.535	-37.535	50.346	-71.722	-86.724	58.721	-34.846	-18.622	46.525	19.095	-93.396	-29.191	-84.289	62.017	-13.651	
61	78.124	87.912	-71.551	26.615	-10.321	85.308	-53.340	-96.875	15.500	-78.411	2.948	-0.323	90.301	64.653	-61.742	-89.419	-87.887	45.933	60.219	-45.888	
679	55.065	-25.129	-48.894	-20.991	-56.893	90.060	16.642	63.234	-88.791	-84.976	96.579	33.607	76.138	-69.549	-59.380	8.335	61.394	65.349	-94.192	-69.088	
1126	-78.713	-89.843	76.949	-80.728	16.037	77.850	26.255	56.548	-64.724	-90.561	46.739	10.996	-56.627	11.997	59.908	-99.924	-88.748	-33.006	22.510	48.292	
151	-35.307	22.745	-32.398	65.441	-47.371	87.661	21.885	-47.801	-39.961	-17.975	-38.600	-69.140	66.662	-21.680	13.852	-58.284	81.726	46.004	18.497	-64.364	
2430	-89.685	86.407	6.275	9.540	-82.464	83.068	-44.694	29.255	63.991	-4.859	-33.375	-99.939	62.297	20.841	-9.915	-54.268	29.133	59.239	-43.248	83.889	
1995	-27.079	53.926	14.496	-29.655	-4.151	-78.420	85.351	59.362	55.910	-67.354	53.896	32.978	-75.076	25.465	98.010	-55.388	-88.629	24.082	-6.183	-16.605	
391	82.430	-85.110	95.920	-19.541	-13.315	52.507	19.553	-95.206	-8.728	51.274	-57.643	-5.457	-53.804	-33.943	99.814	33.247	-65.987	14.554	-13.108	-60.332	
2044	57.152	-90.146	-97.882	32.517	-83.203	-49.727	-31.114	-12.400	81.176	-70.788	97.308	-19.593	93.866	-3.250	-6.818	58.467	-81.921	-40.983	-1.743	-33.369	
1457	-23.463	-80.761	-49.254	-51.381	-1.184	68.770	-22.471	-12.534	76.974	-34.574	68.819	-87.558	-54.006	-12.613	65.883	83.093	-26.365	51.186	64.776	-94.452	
2287	-16.156	-8.918	20.988	-45.836	98.105	38.774	12.754	18.082	11.661	-59.511	46.916	63.881	-60.637	-14.689	52.260	-10.523	-0.281	19.144	60.408	50.136	
855	-11.914	-92.975	74.154	-17.402	-65.026	83.013	23.331	54.817	66.878	-71.834	8.170	-65.404	-99.634	-74.227	-30.161	52.950	44.951	-21.171	-10.410	-49.754	
2605	96.100	-31.333	95.499	31.855	57.561	70.055	-50.841	21.754	-32.148	-95.816	-41.551	78.668	-95.621	-94.241	-0.797	76.244	58.763	-99.576	85.656	67.818	
1845	17.035	3.662	-20.478	39.125	-87.655	-52.446	-27.757	-48.549	34.208	-29.933	-46.461	54.854	-78.780	-29.695	-37.919	32.408	1.529	13.843	-79.174	73.937