#Desired Clusters: 4 #Clustering Algorithm: Means(1) #Distance Metric: RMS #Matrix Calculation Time: 1 seconds #Total Calculation Time: 124 seconds #Cluster 0 has average-distance-to-centroid 2.210569 #Cluster 1 has average-distance-to-centroid 2.417411 #Cluster 2 has average-distance-to-centroid 2.436015 #Cluster 3 has average-distance-to-centroid 2.219434 #DBI: 1.07696 #pSF: 650.83246 #SSR/SST: 0.74851 #Clustering: 4 clusters ................................................X.X....XXX..X........XXXXX..XXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXX.X.X.XXXXXXX.XXXXXXXXXXXXXXXXXXX....XXX....XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X.XXXXXXXXXXXXXXXXXXXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.....................................................................X.......................................................X................................................................................................................................................................................................ ......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XX.XXXXXXXXX.............X.........................XX..XX..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX ......................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XX..X.........XXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXX..XX..XX................................................................................................................................... XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X.XXXX...XX.XXXXXXXX.....XX...............X..............................X...................X.X.X.......X...................XXXX...XXXX...........................................................X.X.....................X...X................................................................................................................................................................................................................................................................................................................................................................................................... ################################################################################## #Clustering: divide 660 points into 4 clusters #Cluster 0: has 261 points, occurence 0.395 #Cluster 1: has 147 points, occurence 0.223 #Cluster 2: has 169 points, occurence 0.256 #Cluster 3: has 83 points, occurence 0.126 #Cluster 0 (0) 1 ................................................X. #Cluster 1 (1) 1 .................................................. #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X #Consensus 1 33333333333333333333333333333333333333333333333303 #Cluster 0 (0) 51 X....XXX..X........XXXXX..XXXXXXXXXXXXXXX.XXXXXXXX #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 .................................................. #Cluster 3 (3) 51 .XXXX...XX.XXXXXXXX.....XX...............X........ #Consensus 51 03333000330333333330000033000000000000000300000000 #Cluster 0 (0) 101 XXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXX.X.X.XXX #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 ......................X...................X.X.X... #Consensus 101 00000000000000000000003000000000000000000030303000 #Cluster 0 (0) 151 XXXX.XXXXXXXXXXXXXXXXXXX....XXX....XXXXXXXXXXXXXXX #Cluster 1 (1) 151 .................................................. #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 ....X...................XXXX...XXXX............... #Consensus 151 00003000000000000000000033330003333000000000000000 #Cluster 0 (0) 201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X.XXX #Cluster 1 (1) 201 .................................................. #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 ............................................X.X... #Consensus 201 00000000000000000000000000000000000000000000303000 #Cluster 0 (0) 251 XXXXXXXXXXXXXXXXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 251 .................................................. #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 ..................X...X........................... #Consensus 251 00000000000000000030003000000000000000000000000000 #Cluster 0 (0) 301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX........ #Cluster 1 (1) 301 .................................................. #Cluster 2 (2) 301 ..........................................XXXXXXXX #Cluster 3 (3) 301 .................................................. #Consensus 301 00000000000000000000000000000000000000000022222222 #Cluster 0 (0) 351 .................................................. #Cluster 1 (1) 351 .................................................. #Cluster 2 (2) 351 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 351 .................................................. #Consensus 351 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 401 ...........X...................................... #Cluster 1 (1) 401 .................................................. #Cluster 2 (2) 401 XXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 401 .................................................. #Consensus 401 22222222222022222222222222222222222222222222222222 #Cluster 0 (0) 451 .................X................................ #Cluster 1 (1) 451 ....................XX.XXXXXXXXX.............X.... #Cluster 2 (2) 451 XXXXXXXXXXXXXXXXX.XX..X.........XXXXXXXXXXXXX.XXXX #Cluster 3 (3) 451 .................................................. #Consensus 451 22222222222222222022112111111111222222222222212222 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 .....................XX..XX..XXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 501 XXXXXXXXXXXXXXXXXXXXX..XX..XX..................... #Cluster 3 (3) 501 .................................................. #Consensus 501 22222222222222222222211221122111111111111111111111 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 .................................................. #Consensus 551 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 601 .................................................. #Cluster 1 (1) 601 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 601 .................................................. #Cluster 3 (3) 601 .................................................. #Consensus 601 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 651 .......... #Cluster 1 (1) 651 XXXXXXXXXX #Cluster 2 (2) 651 .......... #Cluster 3 (3) 651 .......... #Consensus 651 1111111111 ############################################################################################ # Condensed Map # # 660 points divided into 50 windows, each window contains 13 or 14 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 660 points into 4 clusters #Cluster 0: has 261 points, occurence 0.395 #Cluster 1: has 147 points, occurence 0.223 #Cluster 2: has 169 points, occurence 0.256 #Cluster 3: has 83 points, occurence 0.126 #Cluster 0 1369XX988X3XXXX8X8XXXX8 . . #Cluster 1 34. 2XXXXXXXXXX #Cluster 2 1XXXXX9XXX559X7 #Cluster 3 XXX863. .11 6 1 1