#Desired Clusters: 5 #Clustering Algorithm: AverageLink #Distance Metric: RMS #Matrix Calculation Time: 347 seconds #Total Calculation Time: 2117 seconds #Cluster 0 has average-distance-to-centroid 1.793959 #Cluster 1 has average-distance-to-centroid 2.185622 #Cluster 2 has average-distance-to-centroid 2.465598 #Cluster 3 has average-distance-to-centroid 0.000000 #Cluster 4 has average-distance-to-centroid 2.111573 #DBI: 0.85647 #pSF: 1711.00146 #SSR/SST: 0.69560 ###Distribution of Distances### # [ 0.750, 1.547] -- 0.85% ( 38444 out of 4498500) # [ 1.547, 2.344] -- 7.68% (345649 out of 4498500) # [ 2.344, 3.141] -- 12.12% (545238 out of 4498500) # [ 3.141, 3.938] -- 12.13% (545735 out of 4498500) # [ 3.938, 4.735] -- 13.09% (588900 out of 4498500) # [ 4.735, 5.532] -- 12.92% (581084 out of 4498500) # [ 5.532, 6.329] -- 10.43% (469163 out of 4498500) # [ 6.329, 7.126] -- 7.07% (318071 out of 4498500) # [ 7.126, 7.923] -- 4.99% (224417 out of 4498500) # [ 7.923, 8.720] -- 4.58% (206120 out of 4498500) # [ 8.720, 9.517] -- 4.82% (216631 out of 4498500) # [ 9.517, 10.314] -- 4.10% (184456 out of 4498500) # [ 10.314, 11.111] -- 2.68% (120692 out of 4498500) # [ 11.111, 11.908] -- 1.49% ( 66837 out of 4498500) # [ 11.908, 12.705] -- 0.68% ( 30436 out of 4498500) # [ 12.705, 13.502] -- 0.26% ( 11756 out of 4498500) # [ 13.502, 14.299] -- 0.08% ( 3774 out of 4498500) # [ 14.299, 15.096] -- 0.02% ( 896 out of 4498500) # [ 15.096, 15.893] -- 0.00% ( 180 out of 4498500) # [ 15.893, 16.690] -- 0.00% ( 21 out of 4498500) #Clustering: 5 clusters XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... ...............................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.........................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXX.....XX.......X..............................................................................................................................................XX.......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... .......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX...............XXXXX..XXXXXXX.XXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX...XXXXXXXX......................................X....XX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX...XXXXXXXXXXXXXXXXXX..XXXXXXXXX................................................................................................................................................................................................................................................................................................................................................................................ 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################################################################################## #Clustering: divide 3000 points into 5 clusters #Cluster 0: has 223 points, occurence 0.074 #Cluster 1: has 1500 points, occurence 0.500 #Cluster 2: has 857 points, occurence 0.286 #Cluster 3: has 1 points, occurence 0.000 #Cluster 4: has 419 points, occurence 0.140 #Cluster 0 (0) 1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1 .................................................. #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 .................................................. #Cluster 4 (4) 1 .................................................. #Consensus 1 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 51 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 .................................................. #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 .................................................. #Consensus 101 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 151 .................................................. #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 .................................................. #Consensus 151 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 201 XXXXXXXXXXXXXXXXXXXXXXX........................... #Cluster 1 (1) 201 .......................XXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 .................................................. #Consensus 201 00000000000000000000000111111111111111111111111111 #Cluster 0 (0) 251 .................................................. #Cluster 1 (1) 251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 .................................................. #Consensus 251 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 301 .................................................. #Cluster 1 (1) 301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 301 .................................................. #Cluster 3 (3) 301 .................................................. #Cluster 4 (4) 301 .................................................. #Consensus 301 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 351 .................................................. #Cluster 1 (1) 351 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 351 .................................................. #Cluster 3 (3) 351 .................................................. #Cluster 4 (4) 351 .................................................. #Consensus 351 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 401 .................................................. #Cluster 1 (1) 401 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 401 .................................................. #Cluster 3 (3) 401 .................................................. #Cluster 4 (4) 401 .................................................. #Consensus 401 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 451 .................................................. #Cluster 1 (1) 451 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 451 .................................................. #Cluster 3 (3) 451 .................................................. #Cluster 4 (4) 451 .................................................. #Consensus 451 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 501 .................................................. #Cluster 3 (3) 501 .................................................. #Cluster 4 (4) 501 .................................................. #Consensus 501 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 .................................................. #Cluster 4 (4) 551 .................................................. #Consensus 551 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 601 .................................................. #Cluster 1 (1) 601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 601 .................................................. #Cluster 3 (3) 601 .................................................. #Cluster 4 (4) 601 .................................................. #Consensus 601 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 651 .................................................. #Cluster 1 (1) 651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 651 .................................................. #Cluster 3 (3) 651 .................................................. #Cluster 4 (4) 651 .................................................. #Consensus 651 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 701 .................................................. #Cluster 1 (1) 701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 701 .................................................. #Cluster 3 (3) 701 .................................................. #Cluster 4 (4) 701 .................................................. #Consensus 701 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 751 .................................................. #Cluster 1 (1) 751 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 751 .................................................. #Cluster 3 (3) 751 .................................................. #Cluster 4 (4) 751 .................................................. #Consensus 751 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 801 .................................................. #Cluster 1 (1) 801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 801 .................................................. #Cluster 3 (3) 801 .................................................. #Cluster 4 (4) 801 .................................................. #Consensus 801 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 851 .................................................. #Cluster 1 (1) 851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 851 .................................................. #Cluster 3 (3) 851 .................................................. #Cluster 4 (4) 851 .................................................. #Consensus 851 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 901 .................................................. #Cluster 1 (1) 901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 901 .................................................. #Cluster 3 (3) 901 .................................................. #Cluster 4 (4) 901 .................................................. #Consensus 901 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 951 .................................................. #Cluster 1 (1) 951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 951 .................................................. #Cluster 3 (3) 951 .................................................. #Cluster 4 (4) 951 .................................................. #Consensus 951 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1001 .................................................. #Cluster 1 (1) 1001 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1001 .................................................. #Cluster 3 (3) 1001 .................................................. #Cluster 4 (4) 1001 .................................................. #Consensus 1001 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1051 .................................................. #Cluster 1 (1) 1051 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1051 .................................................. #Cluster 3 (3) 1051 .................................................. #Cluster 4 (4) 1051 .................................................. #Consensus 1051 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1101 .................................................. #Cluster 1 (1) 1101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1101 .................................................. #Cluster 3 (3) 1101 .................................................. #Cluster 4 (4) 1101 .................................................. #Consensus 1101 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1151 .................................................. #Cluster 1 (1) 1151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1151 .................................................. #Cluster 3 (3) 1151 .................................................. #Cluster 4 (4) 1151 .................................................. #Consensus 1151 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1201 .................................................. #Cluster 1 (1) 1201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1201 .................................................. #Cluster 3 (3) 1201 .................................................. #Cluster 4 (4) 1201 .................................................. #Consensus 1201 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1251 .................................................. #Cluster 1 (1) 1251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1251 .................................................. #Cluster 3 (3) 1251 .................................................. #Cluster 4 (4) 1251 .................................................. #Consensus 1251 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1301 .................................................. #Cluster 1 (1) 1301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1301 .................................................. #Cluster 3 (3) 1301 .................................................. #Cluster 4 (4) 1301 .................................................. #Consensus 1301 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1351 .................................................. #Cluster 1 (1) 1351 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1351 .................................................. #Cluster 3 (3) 1351 .................................................. #Cluster 4 (4) 1351 .................................................. #Consensus 1351 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1401 .................................................. #Cluster 1 (1) 1401 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1401 .................................................. #Cluster 3 (3) 1401 .................................................. #Cluster 4 (4) 1401 .................................................. #Consensus 1401 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1451 .................................................. #Cluster 1 (1) 1451 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1451 .................................................. #Cluster 3 (3) 1451 .................................................. #Cluster 4 (4) 1451 .................................................. #Consensus 1451 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1501 .................................................. #Cluster 1 (1) 1501 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1501 .................................................. #Cluster 3 (3) 1501 .................................................. #Cluster 4 (4) 1501 .................................................. #Consensus 1501 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1551 .................................................. #Cluster 1 (1) 1551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1551 .................................................. #Cluster 3 (3) 1551 .................................................. #Cluster 4 (4) 1551 .................................................. #Consensus 1551 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1601 .................................................. #Cluster 1 (1) 1601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1601 .................................................. #Cluster 3 (3) 1601 .................................................. #Cluster 4 (4) 1601 .................................................. #Consensus 1601 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1651 .................................................. #Cluster 1 (1) 1651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1651 .................................................. #Cluster 3 (3) 1651 .................................................. #Cluster 4 (4) 1651 .................................................. #Consensus 1651 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1701 .................................................. #Cluster 1 (1) 1701 XXX............................................... #Cluster 2 (2) 1701 ...XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1701 .................................................. #Cluster 4 (4) 1701 .................................................. #Consensus 1701 11122222222222222222222222222222222222222222222222 #Cluster 0 (0) 1751 .................................................. #Cluster 1 (1) 1751 .................................................. #Cluster 2 (2) 1751 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1751 .................................................. #Cluster 4 (4) 1751 .................................................. #Consensus 1751 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1801 .................................................. #Cluster 1 (1) 1801 .................................................. #Cluster 2 (2) 1801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1801 .................................................. #Cluster 4 (4) 1801 .................................................. #Consensus 1801 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1851 .................................................. #Cluster 1 (1) 1851 .................................................. #Cluster 2 (2) 1851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1851 .................................................. #Cluster 4 (4) 1851 .................................................. #Consensus 1851 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1901 .................................................. #Cluster 1 (1) 1901 .................................................. #Cluster 2 (2) 1901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1901 .................................................. #Cluster 4 (4) 1901 .................................................. #Consensus 1901 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1951 .................................................. #Cluster 1 (1) 1951 .................................................. #Cluster 2 (2) 1951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1951 .................................................. #Cluster 4 (4) 1951 .................................................. #Consensus 1951 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2001 .................................................. #Cluster 1 (1) 2001 ................................................XX #Cluster 2 (2) 2001 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.. #Cluster 3 (3) 2001 .................................................. #Cluster 4 (4) 2001 .................................................. #Consensus 2001 22222222222222222222222222222222222222222222222211 #Cluster 0 (0) 2051 .................................................. #Cluster 1 (1) 2051 XXXXXXXXXXXXX.....XX.......X...................... #Cluster 2 (2) 2051 .............XXXXX..XXXXXXX.XXXXXXXXXXXXXXXXX.XXXX #Cluster 3 (3) 2051 .............................................X.... #Cluster 4 (4) 2051 .................................................. #Consensus 2051 11111111111112222211222222212222222222222222232222 #Cluster 0 (0) 2101 .................................................. #Cluster 1 (1) 2101 .................................................. #Cluster 2 (2) 2101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2101 .................................................. #Cluster 4 (4) 2101 .................................................. #Consensus 2101 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2151 .................................................. #Cluster 1 (1) 2151 .................................................. #Cluster 2 (2) 2151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2151 .................................................. #Cluster 4 (4) 2151 .................................................. #Consensus 2151 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2201 .................................................. #Cluster 1 (1) 2201 ....................XX............................ #Cluster 2 (2) 2201 XXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2201 .................................................. #Cluster 4 (4) 2201 .................................................. #Consensus 2201 22222222222222222222112222222222222222222222222222 #Cluster 0 (0) 2251 .................................................. #Cluster 1 (1) 2251 .................................................. #Cluster 2 (2) 2251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2251 .................................................. #Cluster 4 (4) 2251 .................................................. #Consensus 2251 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2301 .................................................. #Cluster 1 (1) 2301 .................................................. #Cluster 2 (2) 2301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2301 .................................................. #Cluster 4 (4) 2301 .................................................. #Consensus 2301 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2351 .................................................. #Cluster 1 (1) 2351 .................................................. #Cluster 2 (2) 2351 XX...XXXXXXXX..................................... #Cluster 3 (3) 2351 .................................................. #Cluster 4 (4) 2351 ..XXX........XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2351 22444222222224444444444444444444444444444444444444 #Cluster 0 (0) 2401 .................................................. #Cluster 1 (1) 2401 .................................................. #Cluster 2 (2) 2401 .X....XX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2401 .................................................. #Cluster 4 (4) 2401 X.XXXX..X......................................... #Consensus 2401 42444422422222222222222222222222222222222222222222 #Cluster 0 (0) 2451 .................................................. #Cluster 1 (1) 2451 .................................................. #Cluster 2 (2) 2451 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2451 .................................................. #Cluster 4 (4) 2451 .................................................. #Consensus 2451 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2501 .................................................. #Cluster 1 (1) 2501 .................................................. #Cluster 2 (2) 2501 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2501 .................................................. #Cluster 4 (4) 2501 .................................................. #Consensus 2501 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2551 .................................................. #Cluster 1 (1) 2551 .................................................. #Cluster 2 (2) 2551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 2551 .................................................. #Cluster 4 (4) 2551 .................................................. #Consensus 2551 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 2601 .................................................. #Cluster 1 (1) 2601 .................................................. #Cluster 2 (2) 2601 ...XXXXXXXXXXXXXXXXXX..XXXXXXXXX.................. #Cluster 3 (3) 2601 .................................................. #Cluster 4 (4) 2601 XXX..................XX.........XXXXXXXXXXXXXXXXXX #Consensus 2601 44422222222222222222244222222222444444444444444444 #Cluster 0 (0) 2651 .................................................. #Cluster 1 (1) 2651 .................................................. #Cluster 2 (2) 2651 .................................................. #Cluster 3 (3) 2651 .................................................. #Cluster 4 (4) 2651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2651 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2701 .................................................. #Cluster 1 (1) 2701 .................................................. #Cluster 2 (2) 2701 .................................................. #Cluster 3 (3) 2701 .................................................. #Cluster 4 (4) 2701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2701 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2751 .................................................. #Cluster 1 (1) 2751 .................................................. #Cluster 2 (2) 2751 .................................................. #Cluster 3 (3) 2751 .................................................. #Cluster 4 (4) 2751 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2751 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2801 .................................................. #Cluster 1 (1) 2801 .................................................. #Cluster 2 (2) 2801 .................................................. #Cluster 3 (3) 2801 .................................................. #Cluster 4 (4) 2801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2801 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2851 .................................................. #Cluster 1 (1) 2851 .................................................. #Cluster 2 (2) 2851 .................................................. #Cluster 3 (3) 2851 .................................................. #Cluster 4 (4) 2851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2851 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2901 .................................................. #Cluster 1 (1) 2901 .................................................. #Cluster 2 (2) 2901 .................................................. #Cluster 3 (3) 2901 .................................................. #Cluster 4 (4) 2901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2901 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 2951 .................................................. #Cluster 1 (1) 2951 .................................................. #Cluster 2 (2) 2951 .................................................. #Cluster 3 (3) 2951 .................................................. #Cluster 4 (4) 2951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 2951 44444444444444444444444444444444444444444444444444 ############################################################################################ # Condensed Map # # 3000 points divided into 50 windows, each window contains 60 points. # occurence == 0.0 # 0.0 <= occurence < 0.1 . # 0.1 <= occurence < 0.2 1 # 0.2 <= occurence < 0.3 2 # 0.3 <= occurence < 0.4 3 # 0.4 <= occurence < 0.5 4 # 0.5 <= occurence < 0.6 5 # 0.6 <= occurence < 0.7 6 # 0.7 <= occurence < 0.8 7 # 0.8 <= occurence < 0.9 8 # 0.9 <= occurence < 1.0 9 # 1.0 == occurence X # #Clustering: divide 3000 points into 5 clusters #Cluster 0: has 223 points, occurence 0.074 #Cluster 1: has 1500 points, occurence 0.500 #Cluster 2: has 857 points, occurence 0.286 #Cluster 3: has 1 points, occurence 0.000 #Cluster 4: has 419 points, occurence 0.140 #Cluster 0 XXX7 #Cluster 1 2XXXXXXXXXXXXXXXXXXXXXXXX3 3 . #Cluster 2 6XXXXX6XX9X39XX7 #Cluster 3 . #Cluster 4 61 2XXXXXX