#Desired Clusters: 5 #Clustering Algorithm: AverageLink #Distance Metric: RMS #Matrix Calculation Time: 118 seconds #Total Calculation Time: 666 seconds #Cluster 0 has average-distance-to-centroid 1.293510 #Cluster 1 has average-distance-to-centroid 1.419168 #Cluster 2 has average-distance-to-centroid 1.309132 #Cluster 3 has average-distance-to-centroid 1.255706 #Cluster 4 has average-distance-to-centroid 1.182297 #DBI: 2.01644 #pSF: 251.34868 #SSR/SST: 0.36555 ###Distribution of Distances### # [ 0.687, 0.900] -- 0.03% ( 477 out of 1530375) # [ 0.900, 1.112] -- 0.41% ( 6229 out of 1530375) # [ 1.112, 1.325] -- 1.36% ( 20758 out of 1530375) # [ 1.325, 1.538] -- 2.96% ( 45232 out of 1530375) # [ 1.538, 1.750] -- 5.92% ( 90617 out of 1530375) # [ 1.750, 1.963] -- 11.13% (170373 out of 1530375) # [ 1.963, 2.175] -- 16.90% (258663 out of 1530375) # [ 2.175, 2.388] -- 18.89% (289102 out of 1530375) # [ 2.388, 2.601] -- 16.25% (248731 out of 1530375) # [ 2.601, 2.813] -- 11.54% (176601 out of 1530375) # [ 2.813, 3.026] -- 7.22% (110551 out of 1530375) # [ 3.026, 3.239] -- 4.01% ( 61293 out of 1530375) # [ 3.239, 3.451] -- 1.96% ( 30040 out of 1530375) # [ 3.451, 3.664] -- 0.86% ( 13228 out of 1530375) # [ 3.664, 3.877] -- 0.35% ( 5403 out of 1530375) # [ 3.877, 4.089] -- 0.14% ( 2069 out of 1530375) # [ 4.089, 4.302] -- 0.05% ( 747 out of 1530375) # [ 4.302, 4.515] -- 0.01% ( 205 out of 1530375) # [ 4.515, 4.727] -- 0.00% ( 52 out of 1530375) # [ 4.727, 4.940] -- 0.00% ( 4 out of 1530375) #Clustering: 5 clusters XXXXXX....................................................................................................................................................................................................................................................X.........................................................................................................................................................................................................................................................XX........................................................................................................................................................................................................................................................XX........................................................................................................................................................................................................................................................X.........................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX ......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..............................X.......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX............................................................................................................................................................................................................................................................XXXXXXXXXXXXXXX..........................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX....................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... ...........................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXX..............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... ......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX........................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................ ...............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. ################################################################################## #Clustering: divide 1750 points into 5 clusters #Cluster 0: has 512 points, occurence 0.293 #Cluster 1: has 525 points, occurence 0.300 #Cluster 2: has 232 points, occurence 0.133 #Cluster 3: has 248 points, occurence 0.142 #Cluster 4: has 233 points, occurence 0.133 #Cluster 0 (0) 1 XXXXXX............................................ #Cluster 1 (1) 1 ......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 .................................................. #Cluster 4 (4) 1 .................................................. #Consensus 1 00000011111111111111111111111111111111111111111111 #Cluster 0 (0) 51 .................................................. #Cluster 1 (1) 51 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 51 .................................................. #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 101 .................................................. #Cluster 1 (1) 101 XXXXXXX..............................X.......XXXXX #Cluster 2 (2) 101 .......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXX..... #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 .................................................. #Consensus 101 11111112222222222222222222222222222221222222211111 #Cluster 0 (0) 151 .................................................. #Cluster 1 (1) 151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 .................................................. #Consensus 151 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 201 .................................................. #Cluster 1 (1) 201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 .................................................. #Consensus 201 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 251 X................................................. #Cluster 1 (1) 251 .XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 .................................................. #Consensus 251 01111111111111111111111111111111111111111111111111 #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 XX................................................ #Cluster 1 (1) 501 .................................................. #Cluster 2 (2) 501 .................................................. #Cluster 3 (3) 501 ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 501 .................................................. #Consensus 501 00333333333333333333333333333333333333333333333333 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 .................................................. #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 551 .................................................. #Consensus 551 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 601 .................................................. #Cluster 1 (1) 601 .................................................. #Cluster 2 (2) 601 .................................................. #Cluster 3 (3) 601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 601 .................................................. #Consensus 601 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 651 .................................................. #Cluster 1 (1) 651 .................................................. #Cluster 2 (2) 651 .................................................. #Cluster 3 (3) 651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 651 .................................................. #Consensus 651 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 701 .................................................. #Cluster 1 (1) 701 .................................................. #Cluster 2 (2) 701 .................................................. #Cluster 3 (3) 701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 701 .................................................. #Consensus 701 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 751 XX................................................ #Cluster 1 (1) 751 ..XXXXXXXXXXXXXXX................................. #Cluster 2 (2) 751 .................................................. #Cluster 3 (3) 751 .................................................. #Cluster 4 (4) 751 .................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 751 00111111111111111444444444444444444444444444444444 #Cluster 0 (0) 801 .................................................. #Cluster 1 (1) 801 .................................................. #Cluster 2 (2) 801 .................................................. #Cluster 3 (3) 801 .................................................. #Cluster 4 (4) 801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 801 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 851 .................................................. #Cluster 1 (1) 851 .................................................. #Cluster 2 (2) 851 .................................................. #Cluster 3 (3) 851 .................................................. #Cluster 4 (4) 851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 851 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 901 .................................................. #Cluster 1 (1) 901 .................................................. #Cluster 2 (2) 901 .................................................. #Cluster 3 (3) 901 .................................................. #Cluster 4 (4) 901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 901 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 951 .................................................. #Cluster 1 (1) 951 .................................................. #Cluster 2 (2) 951 .................................................. #Cluster 3 (3) 951 .................................................. #Cluster 4 (4) 951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 951 44444444444444444444444444444444444444444444444444 #Cluster 0 (0) 1001 X................................................. #Cluster 1 (1) 1001 .XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1001 .................................................. #Cluster 3 (3) 1001 .................................................. #Cluster 4 (4) 1001 .................................................. #Consensus 1001 01111111111111111111111111111111111111111111111111 #Cluster 0 (0) 1051 .................................................. #Cluster 1 (1) 1051 XXXXX............................................. #Cluster 2 (2) 1051 .....XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1051 .................................................. #Cluster 4 (4) 1051 .................................................. #Consensus 1051 11111222222222222222222222222222222222222222222222 #Cluster 0 (0) 1101 .................................................. #Cluster 1 (1) 1101 .................................................. #Cluster 2 (2) 1101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1101 .................................................. #Cluster 4 (4) 1101 .................................................. #Consensus 1101 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1151 .................................................. #Cluster 1 (1) 1151 .................................................. #Cluster 2 (2) 1151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1151 .................................................. #Cluster 4 (4) 1151 .................................................. #Consensus 1151 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1201 .................................................. #Cluster 1 (1) 1201 .................................................. #Cluster 2 (2) 1201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1201 .................................................. #Cluster 4 (4) 1201 .................................................. #Consensus 1201 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 1251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1251 .................................................. #Cluster 2 (2) 1251 .................................................. #Cluster 3 (3) 1251 .................................................. #Cluster 4 (4) 1251 .................................................. #Consensus 1251 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1301 .................................................. #Cluster 2 (2) 1301 .................................................. #Cluster 3 (3) 1301 .................................................. #Cluster 4 (4) 1301 .................................................. #Consensus 1301 00000000000000000000000000000000000000000000000000 #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 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1501 .................................................. #Cluster 2 (2) 1501 .................................................. #Cluster 3 (3) 1501 .................................................. #Cluster 4 (4) 1501 .................................................. #Consensus 1501 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1551 .................................................. #Cluster 2 (2) 1551 .................................................. #Cluster 3 (3) 1551 .................................................. #Cluster 4 (4) 1551 .................................................. #Consensus 1551 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1601 .................................................. #Cluster 2 (2) 1601 .................................................. #Cluster 3 (3) 1601 .................................................. #Cluster 4 (4) 1601 .................................................. #Consensus 1601 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1651 .................................................. #Cluster 2 (2) 1651 .................................................. #Cluster 3 (3) 1651 .................................................. #Cluster 4 (4) 1651 .................................................. #Consensus 1651 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 1701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1701 .................................................. #Cluster 2 (2) 1701 .................................................. #Cluster 3 (3) 1701 .................................................. #Cluster 4 (4) 1701 .................................................. #Consensus 1701 00000000000000000000000000000000000000000000000000 ############################################################################################ # 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 512 points, occurence 0.293 #Cluster 1: has 525 points, occurence 0.300 #Cluster 2: has 232 points, occurence 0.133 #Cluster 3: has 248 points, occurence 0.142 #Cluster 4: has 233 points, occurence 0.133 #Cluster 0 1 . . . . 2XXXXXXXXXXXXXX #Cluster 1 8XX.8XX9XXXXXX2 4 4X1 #Cluster 2 91 8XXXX7 #Cluster 3 6XXXXXX4 #Cluster 4 .XXXXXX5