data.txt

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
0	-62.212	-76.562	94.848	14.377	-80.129	-47.929	41.737	-92.560	81.387	79.495	-23.801	20.219	-71.624	16.791	79.669	-2.380	-7.889	-46.504	-62.444	-9.244	
1	84.185	-78.890	-94.028	-77.349	-54.500	67.696	-56.896	48.256	93.381	67.583	-23.417	44.713	93.954	29.057	-22.626	84.332	-3.488	-30.879	-44.536	-30.754	
2	96.448	49.986	81.933	82.330	85.012	68.929	9.662	-98.279	67.147	20.774	-1.447	-62.371	-12.146	71.545	84.164	-84.103	83.673	-40.114	-29.643	37.358	
3	-0.308	-55.669	-83.987	36.583	-33.604	52.593	34.330	-50.462	43.623	2.908	-13.169	-53.090	51.988	86.200	-40.147	12.632	-52.431	97.018	-1.340	17.518	
4	-58.827	89.819	-66.076	-40.089	90.771	61.385	41.206	37.788	96.591	70.736	62.929	91.824	-13.907	96.561	26.063	-83.343	67.696	32.133	50.859	7.105	
5	5.805	-17.737	-87.289	22.648	-72.036	10.590	56.850	-42.970	-16.651	92.264	-31.852	-60.695	44.456	13.593	-52.226	-11.737	-0.330	-77.126	79.812	76.495	
6	92.273	57.015	90.149	-18.491	51.946	56.465	1.794	60.582	-32.743	-2.631	43.107	-98.596	45.311	-79.070	-56.539	-52.519	-30.607	-95.627	-40.437	-55.177	
7	70.452	-95.880	28.346	-78.390	35.557	-2.060	5.799	96.652	-71.099	97.476	64.620	-88.302	19.742	-46.416	94.705	-74.197	-82.202	-51.595	-13.337	-93.884	
8	15.275	-49.059	31.980	-19.266	67.412	-40.617	60.570	-5.786	51.735	63.759	-49.309	81.091	56.603	99.075	-67.971	71.194	93.652	15.183	22.694	64.168	
9	83.349	51.146	-10.282	-11.298	78.027	36.399	9.989	65.773	-22.440	-48.161	12.830	58.834	-51.814	6.366	88.372	-13.456	-27.378	6.091	-89.029	95.538	
10	9.433	87.457	-91.861	-2.539	67.876	-43.065	77.871	89.688	30.262	62.923	48.808	33.619	67.354	16.852	-81.448	33.573	-16.144	74.425	-19.404	-50.060	
11	40.443	62.377	2.426	-81.017	-28.880	-59.526	-33.180	75.506	-30.488	-29.203	81.564	84.860	-27.729	89.178	-26.490	-51.369	-47.050	19.056	-35.200	34.458	
12	6.915	5.234	-80.038	74.343	-3.385	23.298	92.767	-93.213	33.125	-57.955	-56.352	-33.888	53.978	-60.448	34.272	36.024	-83.004	43.486	37.306	49.742	
13	-32.014	-13.663	-27.824	86.834	-80.651	-41.380	61.602	-9.409	86.895	68.264	67.104	56.096	35.136	52.086	-62.282	5.676	-21.720	-49.202	8.881	78.295	
14	-77.990	34.449	-4.224	74.102	30.824	-58.589	-10.517	49.437	0.699	43.217	21.644	-30.506	-37.230	-13.184	-67.458	-64.547	-92.215	66.533	55.589	-8.499	
15	-30.180	81.896	-50.728	55.181	-76.443	63.436	-91.443	-96.957	2.631	-23.267	-44.447	-26.911	49.760	1.370	96.426	-77.529	-88.751	-23.011	-83.316	-96.844	
16	18.494	-93.677	-57.097	62.136	1.404	31.477	90.118	31.089	36.445	-37.089	16.849	30.473	69.689	1.160	13.227	82.302	42.363	49.245	13.413	67.516	
17	-76.394	-24.210	-64.107	-27.149	97.461	6.177	-16.349	1.004	95.532	-69.927	-54.802	3.824	22.916	79.827	64.562	-38.960	29.817	22.251	35.444	-49.544	
18	37.370	75.515	3.784	7.166	48.186	17.273	31.745	38.044	-94.415	69.475	24.094	86.694	23.276	-80.743	82.516	-17.093	-20.112	46.336	-97.397	-51.375	
19	-68.941	-65.545	-77.139	45.973	50.484	-36.622	-14.936	5.319	-77.740	89.218	93.091	-32.997	69.008	54.265	-24.793	20.417	58.449	-71.447	-33.433	72.997	
20	44.127	34.083	-69.387	-73.824	73.556	-71.572	-64.315	84.829	66.744	-69.298	-22.965	-85.467	-76.751	-26.072	52.464	48.875	-87.722	-49.034	29.118	-55.553	
21	50.444	86.087	-2.704	-44.536	55.385	95.807	38.273	2.060	-43.251	-54.888	95.441	87.744	53.020	3.034	-45.186	-98.242	-7.501	-25.407	24.155	-68.441	
22	36.375	-72.533	26.453	10.117	-36.735	-17.725	32.933	-88.110	-71.154	-52.016	78.008	33.992	3.201	-16.565	53.935	97.244	-70.525	-72.600	52.620	33.930	
23	95.367	-8.805	44.908	-32.865	32.621	86.291	97.391	-79.284	55.394	-20.963	26.688	-56.017	78.030	3.497	-91.259	82.168	16.669	-56.716	20.692	-89.270	
24	-87.301	-30.534	82.504	34.971	-41.292	-34.376	-86.431	54.210	38.450	7.099	-26.234	-47.865	-57.564	24.415	58.992	-8.954	-44.447	43.806	-21.900	-86.288	
25	97.501	86.953	86.560	85.644	90.732	-59.655	50.783	8.444	34.327	9.247	-67.891	27.934	-72.692	19.541	13.501	-2.829	-19.984	-43.220	-89.840	-28.516	
26	-33.183	71.776	-67.516	-25.700	-22.620	42.927	64.840	-66.594	0.027	-85.549	64.614	38.585	-64.095	-2.081	68.416	45.402	-23.502	88.464	-88.421	45.793	
27	-57.479	91.543	76.675	-29.695	-13.843	4.007	91.903	31.904	44.554	96.814	-3.806	83.254	-78.753	89.084	-34.861	-99.274	-33.311	55.553	39.598	6.372	
28	-60.884	-71.477	-21.424	5.518	-35.453	95.065	86.911	-73.385	75.369	-87.384	37.571	1.044	3.897	-69.802	99.194	70.138	-47.282	-18.888	88.607	-66.530	
29	-70.272	98.865	-17.988	-31.501	-49.174	31.483	36.668	-50.414	82.406	3.497	10.416	78.875	-38.542	11.551	38.240	6.418	-41.850	-44.609	6.687	-57.674	
30	95.355	3.879	81.637	31.037	41.362	-60.240	-37.596	74.847	-59.536	49.150	24.506	1.038	2.411	3.079	72.027	-36.351	68.474	21.439	31.336	10.962	
31	12.680	-77.981	54.442	84.686	94.522	65.737	-10.950	-10.623	63.555	-79.431	-42.396	-36.357	-82.479	35.411	-54.009	42.607	87.643	-29.066	44.032	-19.404	
32	-87.121	29.743	-70.504	79.775	96.252	13.181	-55.571	10.886	-10.678	-31.413	-27.265	62.758	-16.907	-20.206	-98.825	74.392	-40.342	43.986	85.461	37.468	
33	30.845	-78.237	-58.687	-97.519	85.769	-29.438	38.093	92.587	10.508	-92.495	-20.646	-29.402	16.562	45.640	47.499	97.064	57.060	82.870	-8.267	18.195	
34	99.811	83.862	82.855	37.632	37.858	21.390	-20.707	48.576	37.538	6.265	-57.665	56.288	23.991	-69.738	-70.208	79.247	4.242	83.425	-67.284	87.814	
35	27.741	-16.733	-19.590	80.425	-84.390	31.794	26.386	97.250	40.110	-15.860	-19.770	-71.364	9.888	-51.247	-6.494	17.420	68.313	22.739	47.249	-57.830	
36	97.626	62.539	-73.464	86.422	73.266	32.646	-41.606	69.622	-86.935	-44.826	-24.976	85.125	-7.105	-17.997	43.013	-98.059	77.120	73.174	28.068	-74.667	
37	-50.679	65.868	29.725	33.473	-64.943	-56.032	-56.594	33.961	51.036	15.470	55.589	-2.734	82.128	-72.759	-28.751	-97.205	58.947	-95.676	87.530	-6.735	
38	32.856	11.106	-44.578	91.354	66.384	62.496	-43.062	-57.884	31.275	4.727	23.438	-73.647	-44.038	-36.595	-27.781	-17.612	38.990	-70.675	41.545	69.091	
39	-78.808	-40.788	72.881	-33.882	2.567	46.892	69.433	-7.968	-11.301	-37.532	-72.628	-78.674	-91.037	-29.728	9.479	63.338	73.345	66.436	21.882	-85.495	
40	33.384	11.429	-33.403	88.531	-25.462	-81.759	-53.587	-86.871	-56.059	-17.640	-19.749	54.643	94.400	89.904	76.272	51.854	20.475	-44.899	-91.403	-88.055	
41	10.608	86.929	-11.548	23.521	-60.500	-98.154	-53.084	-7.913	45.759	-96.033	31.626	-56.471	-19.968	28.233	-28.852	-63.649	50.221	-5.066	96.789	54.326	
42	90.173	69.387	-99.603	72.454	90.585	4.031	92.907	-7.233	47.368	76.742	40.556	56.795	-87.143	-22.575	-68.944	-29.362	-90.268	-63.836	-58.788	81.921	
43	-51.405	-67.495	-74.444	96.402	77.551	-40.104	-30.689	93.347	-23.591	60.231	97.037	-83.071	65.352	48.375	-39.503	-54.360	10.132	74.383	-99.939	-0.610	
44	-44.771	-2.377	-12.799	83.529	21.168	-73.186	59.456	34.281	-79.363	-24.244	-59.987	92.190	-8.051	-47.032	-2.475	-80.874	42.653	-81.997	-9.812	-21.949	
45	-0.845	-50.963	-43.977	86.190	55.620	-27.064	47.853	-82.199	45.824	42.164	24.512	-82.571	-24.204	-31.770	-54.027	-87.591	-42.970	-17.466	-47.737	26.371	
46	-76.812	26.835	-40.086	-95.557	-83.480	-50.862	17.881	-35.469	-1.801	-38.878	-87.118	43.800	87.259	-30.973	-77.261	26.768	-85.003	-27.921	83.047	87.802	
47	-40.428	-98.590	43.782	53.700	47.200	24.879	-60.137	-38.313	-32.814	84.136	48.436	-43.712	-81.637	-69.069	32.478	-98.859	95.456	-45.189	72.802	-35.777	
48	91.522	45.705	33.503	3.232	38.102	3.974	86.538	-17.893	-27.522	-23.402	53.487	53.011	86.718	-84.872	84.893	64.583	-25.272	91.668	77.026	-55.037	
49	-20.972	-51.897	-26.200	-74.392	42.857	98.413	20.560	58.931	-11.753	-46.223	-69.387	-7.379	98.334	87.445	-69.872	94.583	58.650	-23.673	11.451	-22.648	
50	7.202	-35.966	-17.566	-9.656	27.470	92.218	-24.989	-15.806	-19.950	-92.093	-0.595	7.096	-87.729	49.464	95.679	56.493	-59.502	12.317	37.739	82.611	
51	50.148	-20.182	59.783	-25.871	-58.757	-99.048	-67.119	62.185	4.175	-93.789	-41.652	54.122	98.071	-38.081	83.691	39.579	-55.455	61.840	91.226	-57.958	
52	42.753	-36.116	76.745	-13.825	63.344	55.547	21.519	-78.109	80.593	58.254	67.406	26.731	78.417	-83.273	-46.144	-16.828	-59.322	-65.484	46.141	-0.375	
53	79.952	68.023	-16.791	-75.399	-24.140	52.202	10.248	-74.612	13.443	84.948	-60.747	-91.620	-55.211	-83.703	-1.364	-44.566	-28.098	98.862	-18.366	-77.319	
54	5.152	33.674	42.961	98.135	14.325	1.703	-80.615	55.840	36.549	21.708	-77.844	-53.496	41.255	-50.087	-26.514	99.564	59.444	-50.792	5.649	96.594	
55	94.220	2.756	-60.701	67.379	68.841	44.810	-20.365	-18.647	12.265	-58.110	50.877	42.210	-82.205	-86.050	-47.804	-53.652	-25.654	91.693	65.340	-68.496	
56	76.962	-52.690	-83.114	15.873	-93.356	-93.701	-10.471	89.706	27.998	56.313	28.285	-37.355	40.544	6.473	68.239	-85.824	-45.167	-79.403	29.637	-5.405	
57	-96.118	62.011	-33.692	-10.868	10.770	-12.830	-15.329	-0.119	-30.174	-19.443	-52.477	-30.375	-17.081	-93.381	-32.859	-31.849	91.528	2.564	58.312	-58.907	
58	-3.833	41.224	86.557	-78.738	45.198	-37.312	10.508	97.540	-95.715	97.436	-75.082	-24.183	-9.925	89.270	-31.468	-71.386	39.879	-61.486	28.944	94.375	
59	-95.657	1.169	44.166	67.071	-43.437	-28.745	47.978	95.761	41.041	-30.396	9.677	-70.254	10.968	27.985	-38.856	-52.571	50.954	86.483	64.660	3.110	
60	82.009	-58.873	52.596	44.310	-33.967	68.603	-58.846	-61.840	-68.548	29.472	-22.037	43.251	39.875	3.082	92.566	54.164	92.550	-93.747	99.365	-51.939	
61	-97.180	-80.908	54.228	-36.836	-23.429	-89.062	93.594	-40.699	50.584	95.193	-57.836	-53.124	15.567	-73.678	-8.078	85.125	98.517	-78.716	80.474	-70.321	
62	-45.805	-64.251	78.011	-3.583	30.607	41.395	99.811	-17.243	-50.941	-73.345	7.917	94.723	65.206	-7.801	-31.602	-21.735	65.239	-46.910	-9.156	-74.953	
63	86.862	54.656	-67.193	48.164	-57.921	1.804	37.428	-15.961	-83.844	48.320	11.005	34.910	-70.672	-63.283	-30.265	82.217	85.626	82.315	-18.058	31.892	
64	-55.135	2.493	44.536	68.450	-0.397	14.795	31.452	-38.041	-10.416	73.995	-93.951	-37.168	-52.559	-6.082	-19.871	-38.816	-20.585	53.221	-86.544	56.160	
65	20.219	-56.133	15.085	-43.703	-92.172	74.032	-62.197	-35.975	72.698	-42.055	49.455	-23.698	91.656	66.167	-30.122	-67.449	8.026	55.602	-93.426	48.839	
66	82.992	-92.773	6.366	59.181	90.454	-40.687	93.023	-25.672	-65.093	-87.887	-51.323	75.051	87.924	30.857	-7.364	34.776	-9.323	93.957	-7.202	-71.703	
67	9.601	-86.825	-46.150	-68.249	-97.027	99.316	35.569	36.064	-43.373	-33.927	-7.169	-67.214	-56.984	-75.707	54.814	22.831	-93.313	99.677	13.797	-59.313	
68	-2.957	15.760	-77.664	-91.974	-17.225	51.213	-52.489	96.222	71.163	-70.516	-48.686	46.232	64.113	-32.832	10.291	91.128	-57.768	-86.908	-81.780	-68.630	
69	11.701	3.485	-12.336	56.249	56.420	-45.259	-97.684	59.951	3.916	74.261	59.343	40.324	95.712	96.808	-61.467	76.263	-88.400	-45.900	65.111	66.118	
70	76.702	1.175	-20.038	-66.399	-54.003	46.297	94.031	67.919	-10.407	63.894	-39.650	9.476	-68.291	67.986	-98.575	-29.032	55.318	73.888	43.373	52.376	
71	15.033	5.652	-56.807	19.294	54.869	40.980	48.628	-47.252	31.718	93.640	9.873	32.560	74.966	-33.393	4.666	-89.044	-47.041	43.422	99.509	24.210	
72	41.472	-15.244	-30.076	52.947	-18.409	-81.140	-5.527	-48.653	-77.709	-84.060	50.282	31.941	69.439	-85.067	-83.340	-96.808	-41.963	-8.246	35.047	-74.285	
73	27.458	23.133	1.428	33.628	64.983	-64.629	35.963	-20.994	61.010	-90.423	-78.878	35.591	-87.475	-75.921	23.960	43.370	17.335	46.657	-22.846	-28.190	
74	-97.610	48.228	26.814	80.490	-59.908	53.706	66.085	23.447	-68.511	8.567	66.622	76.690	5.890	-13.099	4.422	57.411	95.773	-42.347	-97.327	19.089	
75	-63.671	3.507	-34.288	27.644	-34.947	-30.876	42.201	75.091	70.345	18.247	-90.182	30.735	-39.042	88.858	31.361	29.847	29.209	2.786	-82.196	99.808	
76	96.039	-1.898	39.250	23.801	-47.288	-92.248	33.509	-41.993	-66.359	64.006	22.156	90.173	72.808	48.891	17.887	75.954	20.408	-15.076	55.696	92.438	
77	-32.701	99.628	-97.180	69.375	76.040	-78.411	-72.326	61.858	-70.122	73.522	-58.818	-76.467	36.064	-98.209	-98.834	34.965	-81.930	39.286	53.331	-75.460	
78	25.767	77.068	93.854	-91.070	-56.191	42.778	31.822	-6.107	30.384	13.480	85.342	-89.749	9.687	44.502	-83.486	7.190	32.615	-39.344	8.100	-8.350	
79	-25.416	-57.118	-73.104	-54.015	50.121	-57.451	-41.267	79.510	90.081	82.928	-78.539	95.898	73.022	78.994	-45.811	28.620	-31.590	-51.384	-28.242	-93.695	
80	1.398	61.055	-2.036	-11.359	56.572	56.587	38.755	57.274	-82.800	44.124	47.093	-51.170	87.869	-94.787	52.196	-83.035	-49.724	89.593	12.452	-76.772	
81	2.014	1.880	73.782	91.394	-57.140	-17.240	-61.434	59.664	66.784	90.921	9.296	-64.293	19.971	42.753	26.682	-51.607	78.631	-89.590	2.631	-82.705	
82	-50.612	-15.207	47.694	-22.144	-0.244	77.743	73.251	-64.113	96.402	-54.592	-8.283	96.091	-98.016	24.860	53.703	-0.031	-77.151	-89.276	74.114	-91.031