#Desired Clusters: 5 #Clustering Algorithm: AverageLink #Distance Metric: RMS #Matrix Calculation Time: 118 seconds #Total Calculation Time: 665 seconds #Cluster 0 has average-distance-to-centroid 1.337591 #Cluster 1 has average-distance-to-centroid 1.270378 #Cluster 2 has average-distance-to-centroid 1.221628 #Cluster 3 has average-distance-to-centroid 1.166143 #Cluster 4 has average-distance-to-centroid 1.176061 #DBI: 1.95184 #pSF: 280.93518 #SSR/SST: 0.39172 ###Distribution of Distances### # [ 0.727, 0.973] -- 0.10% ( 1525 out of 1530375) # [ 0.973, 1.219] -- 0.89% ( 13602 out of 1530375) # [ 1.219, 1.464] -- 2.95% ( 45108 out of 1530375) # [ 1.464, 1.710] -- 8.82% (134913 out of 1530375) # [ 1.710, 1.956] -- 18.24% (279067 out of 1530375) # [ 1.956, 2.202] -- 22.45% (343512 out of 1530375) # [ 2.202, 2.447] -- 17.08% (261344 out of 1530375) # [ 2.447, 2.693] -- 10.56% (161668 out of 1530375) # [ 2.693, 2.939] -- 6.63% (101427 out of 1530375) # [ 2.939, 3.185] -- 4.50% ( 68913 out of 1530375) # [ 3.185, 3.430] -- 3.16% ( 48344 out of 1530375) # [ 3.430, 3.676] -- 2.15% ( 32926 out of 1530375) # [ 3.676, 3.922] -- 1.32% ( 20253 out of 1530375) # [ 3.922, 4.168] -- 0.69% ( 10580 out of 1530375) # [ 4.168, 4.413] -- 0.31% ( 4737 out of 1530375) # [ 4.413, 4.659] -- 0.11% ( 1739 out of 1530375) # [ 4.659, 4.905] -- 0.03% ( 483 out of 1530375) # [ 4.905, 5.151] -- 0.01% ( 168 out of 1530375) # [ 5.151, 5.396] -- 0.00% ( 50 out of 1530375) # [ 5.396, 5.642] -- 0.00% ( 16 out of 1530375) #Clustering: 5 clusters XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX........................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..................................................................................................................................................................................................................................................XXXXXXXXXXXXXX.......................................XXXXXXXXXXXX.........................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.........X...................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX................................................................................................................................................................................................................................................ 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################################################################################## #Clustering: divide 1750 points into 5 clusters #Cluster 0: has 752 points, occurence 0.430 #Cluster 1: has 352 points, occurence 0.201 #Cluster 2: has 321 points, occurence 0.183 #Cluster 3: has 120 points, occurence 0.069 #Cluster 4: has 205 points, occurence 0.117 #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 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 201 .................................................. #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 .................................................. #Consensus 201 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 251 XX................................................ #Cluster 1 (1) 251 ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 .................................................. #Consensus 251 00111111111111111111111111111111111111111111111111 #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 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 501 .................................................. #Cluster 2 (2) 501 .................................................. #Cluster 3 (3) 501 .................................................. #Cluster 4 (4) 501 .................................................. #Consensus 501 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 551 .................................................. #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 .................................................. #Cluster 4 (4) 551 .................................................. #Consensus 551 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 601 .................................................. #Cluster 2 (2) 601 .................................................. #Cluster 3 (3) 601 .................................................. #Cluster 4 (4) 601 .................................................. #Consensus 601 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 651 .................................................. #Cluster 2 (2) 651 .................................................. #Cluster 3 (3) 651 .................................................. #Cluster 4 (4) 651 .................................................. #Consensus 651 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 701 .................................................. #Cluster 2 (2) 701 .................................................. #Cluster 3 (3) 701 .................................................. #Cluster 4 (4) 701 .................................................. #Consensus 701 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 751 XXXXXXXX.......................................... #Cluster 1 (1) 751 .................................................. #Cluster 2 (2) 751 ........XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 751 .................................................. #Cluster 4 (4) 751 .................................................. #Consensus 751 00000000222222222222222222222222222222222222222222 #Cluster 0 (0) 801 .................................................. #Cluster 1 (1) 801 .................................................. #Cluster 2 (2) 801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 801 .................................................. #Cluster 4 (4) 801 .................................................. #Consensus 801 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 851 .................................................. #Cluster 1 (1) 851 .................................................. #Cluster 2 (2) 851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 851 .................................................. #Cluster 4 (4) 851 .................................................. #Consensus 851 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 901 .................................................. #Cluster 1 (1) 901 .................................................. #Cluster 2 (2) 901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 901 .................................................. #Cluster 4 (4) 901 .................................................. #Consensus 901 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 951 .................................................. #Cluster 1 (1) 951 .................................................. #Cluster 2 (2) 951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 951 .................................................. #Cluster 4 (4) 951 .................................................. #Consensus 951 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1001 XXXXXXXXXXXXXX.................................... #Cluster 1 (1) 1001 ..............XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1001 .................................................. #Cluster 3 (3) 1001 .................................................. #Cluster 4 (4) 1001 .................................................. #Consensus 1001 00000000000000111111111111111111111111111111111111 #Cluster 0 (0) 1051 ...XXXXXXXXXXXX................................... #Cluster 1 (1) 1051 XXX............XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1051 .................................................. #Cluster 3 (3) 1051 .................................................. #Cluster 4 (4) 1051 .................................................. #Consensus 1051 11100000000000011111111111111111111111111111111111 #Cluster 0 (0) 1101 .................................................. #Cluster 1 (1) 1101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.................... #Cluster 2 (2) 1101 .................................................. #Cluster 3 (3) 1101 ..............................XXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 1101 .................................................. #Consensus 1101 11111111111111111111111111111133333333333333333333 #Cluster 0 (0) 1151 .................................................. #Cluster 1 (1) 1151 .................................................. #Cluster 2 (2) 1151 .................................................. #Cluster 3 (3) 1151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 1151 .................................................. #Consensus 1151 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 1201 .................................................. #Cluster 1 (1) 1201 .................................................. #Cluster 2 (2) 1201 .................................................. #Cluster 3 (3) 1201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 1201 .................................................. #Consensus 1201 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 1251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.........X.. #Cluster 1 (1) 1251 .................................................. #Cluster 2 (2) 1251 ......................................XXXXXXXXX.XX #Cluster 3 (3) 1251 .................................................. #Cluster 4 (4) 1251 .................................................. #Consensus 1251 00000000000000000000000000000000000000222222222022 #Cluster 0 (0) 1301 .................................XXXXXXXXXXXXXXXXX #Cluster 1 (1) 1301 .................................................. #Cluster 2 (2) 1301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX................. #Cluster 3 (3) 1301 .................................................. #Cluster 4 (4) 1301 .................................................. #Consensus 1301 22222222222222222222222222222222200000000000000000 #Cluster 0 (0) 1351 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1351 .................................................. #Cluster 2 (2) 1351 .................................................. #Cluster 3 (3) 1351 .................................................. #Cluster 4 (4) 1351 .................................................. #Consensus 1351 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1401 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1401 .................................................. #Cluster 2 (2) 1401 .................................................. #Cluster 3 (3) 1401 .................................................. #Cluster 4 (4) 1401 .................................................. #Consensus 1401 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1451 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1451 .................................................. #Cluster 2 (2) 1451 .................................................. #Cluster 3 (3) 1451 .................................................. #Cluster 4 (4) 1451 .................................................. #Consensus 1451 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1501 XXXXXXXXXX........................................ #Cluster 1 (1) 1501 .................................................. #Cluster 2 (2) 1501 ..........XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..... #Cluster 3 (3) 1501 .................................................. #Cluster 4 (4) 1501 .............................................XXXXX #Consensus 1501 00000000002222222222222222222222222222222222244444 #Cluster 0 (0) 1551 .................................................. #Cluster 1 (1) 1551 .................................................. #Cluster 2 (2) 1551 .................................................. #Cluster 3 (3) 1551 .................................................. #Cluster 4 (4) 1551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 1551 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 1601 .................................................. #Cluster 1 (1) 1601 .................................................. #Cluster 2 (2) 1601 .................................................. #Cluster 3 (3) 1601 .................................................. #Cluster 4 (4) 1601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 1601 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 1651 .................................................. #Cluster 1 (1) 1651 .................................................. #Cluster 2 (2) 1651 .................................................. #Cluster 3 (3) 1651 .................................................. #Cluster 4 (4) 1651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 1651 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 1701 .................................................. #Cluster 1 (1) 1701 .................................................. #Cluster 2 (2) 1701 .................................................. #Cluster 3 (3) 1701 .................................................. #Cluster 4 (4) 1701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 1701 44444444444444444444444444444444444444444444444444 ############################################################################################ # Condensed Map # # 1750 points divided into 50 windows, each window contains 35 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 1750 points into 5 clusters #Cluster 0: has 752 points, occurence 0.430 #Cluster 1: has 352 points, occurence 0.201 #Cluster 2: has 321 points, occurence 0.183 #Cluster 3: has 120 points, occurence 0.069 #Cluster 4: has 205 points, occurence 0.117 #Cluster 0 XXXXXXX2 7XXXXXX6 4 3 28.9XXXX1 #Cluster 1 8XXXXXX2 .X6X2 #Cluster 2 3XXXXXX5 29. 81 #Cluster 3 7XX7 #Cluster 4 8XXXXX