CLUBS synthetic experiments - Ellipsoidal clusters
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ABCDEFGHIJKLMNOPQRSTUVWXYZAAABACADAEAFAGAHAIAJAKALAMANAOAPAQARASATAUAV
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data set sizen of clustersnoise ratiodimensionalityCLUBSBIRCHKmeansKmeans++KmeansCSBIRCH no kBOOL
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1000000120.160.340.030.030.120.70
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1000000140.060.340.060.060.140.64
4
1000000160.050.370.090.090.150.99
5
1000000180.100.420.120.120.211.29
6
10000001100.180.450.150.150.251.73
7
10000001120.180.510.180.180.352.51
8
1000001020.120.290.030.030.130.500.007932
9
1000001040.170.330.060.060.120.720.013944
10
1000001060.120.370.090.090.171.020.023748
11
1000001080.180.410.120.120.231.360.050731
12
10000010100.240.470.150.150.281.840.061474
13
10000010120.250.470.180.180.332.060.101569
14
10000010.0220.050.280.030.030.060.330.006835
15
10000010.0240.090.330.060.060.110.560.012581
16
10000010.0260.130.360.090.090.170.490.023502
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10000010.0280.170.400.120.120.220.770.042838
18
10000010.02100.230.420.150.150.290.400.067834
19
10000010.02120.300.440.180.180.340.400.092936
20
10000010.0420.050.280.030.030.060.320.006511
21
10000010.0440.090.340.060.060.120.400.013066
22
10000010.0460.130.370.090.090.160.490.022189
23
10000010.0480.170.380.120.120.220.370.035305
24
10000010.04100.200.390.150.150.290.360.060204
25
10000010.04120.280.410.180.180.350.390.091337
26
10000010.0620.050.280.030.030.060.320.006409
27
10000010.0640.090.320.060.060.110.340.012705
28
10000010.0660.120.350.090.090.170.350.02281
29
10000010.0680.170.360.120.120.210.320.038796
30
10000010.06100.230.390.150.150.290.350.057124
31
10000010.06120.290.440.180.180.360.400.114814
32
10000010.0820.050.290.030.030.060.340.006383
33
10000010.0840.090.330.060.060.120.320.013406
34
10000010.0860.120.340.090.090.160.340.022349
35
10000010.0880.170.360.120.120.220.340.040312
36
10000010.08100.220.380.150.150.290.350.076796
37
10000010.08120.280.440.180.180.350.370.120248
38
10000010.120.050.300.030.030.060.330.006391
39
10000010.140.080.310.060.060.110.320.014938
40
10000010.160.130.350.090.090.170.330.022914
41
10000010.180.170.360.120.120.220.320.042285
42
10000010.1100.220.380.150.150.290.360.055983
43
10000010.1120.280.360.180.180.340.320.094455
44
1000002020.060.310.080.070.110.650.019585
45
1000002040.110.320.110.130.180.510.030107
46
1000002060.150.360.170.180.250.900.017167
47
1000002080.220.410.270.250.331.320.023041
48
10000020100.240.450.270.290.421.560.032125
49
10000020120.320.460.350.350.501.610.041591
50
10000020.0220.060.280.060.070.090.380.038287
51
10000020.0240.100.320.140.140.170.460.042537
52
10000020.0260.140.350.180.180.240.640.06581
53
10000020.0280.210.360.250.260.310.540.047619
54
10000020.02100.270.390.290.310.400.470.070472
55
10000020.02120.330.430.380.350.510.780.142675
56
10000020.0420.060.290.080.070.080.350.033806
57
10000020.0440.100.320.120.130.170.390.046528
58
10000020.0460.170.330.140.230.250.450.052877
59
10000020.0480.220.380.200.240.340.450.052874
60
10000020.04100.280.380.290.330.420.350.069076
61
10000020.04120.360.400.430.380.530.380.096504
62
10000020.0620.060.310.060.080.080.350.04003
63
10000020.0640.100.300.140.130.170.320.043839
64
10000020.0660.160.340.200.180.250.340.051784
65
10000020.0680.200.370.270.290.330.320.048775
66
10000020.06100.290.380.290.350.420.340.068799
67
10000020.06120.360.400.490.460.530.360.094937
68
10000020.0820.060.290.070.080.090.350.044652
69
10000020.0840.110.340.150.170.180.310.042977
70
10000020.0860.160.340.230.210.260.300.05791
71
10000020.0880.220.360.300.240.340.310.049701
72
10000020.08100.290.320.460.290.440.280.074804
73
10000020.08120.350.380.340.370.540.340.111368
74
10000020.120.060.290.100.090.100.370.044028
75
10000020.140.110.310.130.160.160.300.045303
76
10000020.160.170.340.230.220.260.290.055038
77
10000020.180.230.360.320.340.360.310.091762
78
10000020.1100.290.330.290.330.450.290.074495
79
10000020.1120.370.350.470.400.580.310.107172
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1000004020.070.300.200.150.170.560.037561
81
1000004040.110.320.260.260.230.580.04038
82
1000004060.170.360.340.320.340.590.031062
83
1000004080.220.380.800.430.440.710.023996
84
10000040100.300.421.280.600.580.790.034129
85
10000040120.400.490.710.620.731.030.043183
86
10000040.0220.070.310.270.120.150.380.04012
87
10000040.0240.120.310.330.220.260.400.042328
88
10000040.0260.160.320.660.350.360.360.05267
89
10000040.0280.250.360.680.430.480.370.049541
90
10000040.02100.320.410.670.590.600.380.071968
91
10000040.02120.390.410.810.790.750.390.098351
92
10000040.0420.080.290.240.130.130.350.048908
93
10000040.0440.130.310.350.240.270.300.044151
94
10000040.0460.180.310.480.390.370.300.066047
95
10000040.0480.240.370.590.530.500.320.048594
96
10000040.04100.320.361.200.560.630.330.065989
97
10000040.04120.420.400.780.630.780.350.090448
98
10000040.0620.080.290.170.170.150.400.041599
99
10000040.0640.140.310.450.270.270.270.042143
100
10000040.0660.170.320.480.400.370.290.054322
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