#Desired Clusters: 5 #Clustering Algorithm: Means(1) #Distance Metric: RMS #Matrix Calculation Time: 0 seconds #Total Calculation Time: 126 seconds #Cluster 0 has average-distance-to-centroid 2.380467 #Cluster 1 has average-distance-to-centroid 1.712244 #Cluster 2 has average-distance-to-centroid 2.105026 #Cluster 3 has average-distance-to-centroid 2.126948 #Cluster 4 has average-distance-to-centroid 2.050081 #DBI: 1.44432 #pSF: 241.50322 #SSR/SST: 0.61884 #Clustering: 5 clusters ............................................................................................................................XX.XXXXX.................................................................................X...................XX.X.....XXXX.XXXXXXXXXX.........XX...............XX................XXX..XXXXXXX.XXXXXXXXXXX................................................................................................................................................................................................................................................................................... .........................................X................................................................................................................................................X....XXX.XX.XXXXXX....................................................................................................................................X...X......X...X.X.......X......X.....XX......XXXXXX.XXXXXXXXXXXX.XXXXX.XXXXXXXXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXX.XXXXXX.XXXXX.XX.XXXXXXXXXXXXXXXXXXX.XXXXXXXXX.....XXX ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.........X........................................................................................XXXXX......................................................................................................................XX.................................................................................................................................................................................................................................................................... X....................................................................................................................XXXXXXX........XXXXXXXX....................................X...X...........................XXXXX.X.....XX..X....XXXX..X.XXXXX....X..........XXXXXXXXX..XXXXXXXXXXXXXXX..XXXXXXXX..XXXX.X...XX.......X...........X................XXXX.................................X............................................................................................................................................................................................................................ .X..........................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXX.XXXXX.XXXX...X..X......XXXX..............XX.XXXX................................................................XX....X..........................XXXXXXXXXX.X...X....X.XXX.X.XXXXXXX.XXXXXX.XXXXX..XXX.XX......X............X.....X..........X...X...............................X...X..................................................................................X....X......X.....X..X...................X.........XXXXX... ################################################################################## #Clustering: divide 600 points into 5 clusters #Cluster 0: has 50 points, occurence 0.083 #Cluster 1: has 222 points, occurence 0.370 #Cluster 2: has 122 points, occurence 0.203 #Cluster 3: has 84 points, occurence 0.140 #Cluster 4: has 122 points, occurence 0.203 #Cluster 0 (0) 1 .................................................. #Cluster 1 (1) 1 .........................................X........ #Cluster 2 (2) 1 ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXX #Cluster 3 (3) 1 X................................................. #Cluster 4 (4) 1 .X................................................ #Consensus 1 34222222222222222222222222222222222222222122222222 #Cluster 0 (0) 51 .................................................. #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 101 ........................XX.XXXXX.................. #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 XXXXXXXXXXXXXXXXX.........X....................... #Cluster 3 (3) 101 .................XXXXXXX........XXXXXXXX.......... #Cluster 4 (4) 101 ........................................XXXXXXXXXX #Consensus 101 22222222222222222333333300200000333333334444444444 #Cluster 0 (0) 151 .................................................. #Cluster 1 (1) 151 ....................................X....XXX.XX.XX #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 ..........................X...X................... #Cluster 4 (4) 151 XXXXXXXXXXXXXXXXXXXXXXXXXX.XXX.XXXXX.XXXX...X..X.. #Consensus 151 44444444444444444444444444344434444414444111411411 #Cluster 0 (0) 201 .............X...................XX.X.....XXXX.XXX #Cluster 1 (1) 201 XXXX.............................................. #Cluster 2 (2) 201 ...............XXXXX.............................. #Cluster 3 (3) 201 ........XXXXX.X.....XX..X....XXXX..X.XXXXX....X... #Cluster 4 (4) 201 ....XXXX..............XX.XXXX..................... #Consensus 201 11114444333330322222334434444333300303333300003000 #Cluster 0 (0) 251 XXXXXXX.........XX...............XX............... #Cluster 1 (1) 251 .................................................. #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .......XXXXXXXXX..XXXXXXXXXXXXXXX..XXXXXXXX..XXXX. #Cluster 4 (4) 251 ...........................................XX....X #Consensus 251 00000003333333330033333333333333300333333334433334 #Cluster 0 (0) 301 .XXX..XXXXXXX.XXXXXXXXXXX......................... #Cluster 1 (1) 301 ....................................X...X......X.. #Cluster 2 (2) 301 ......................................XX.......... #Cluster 3 (3) 301 X...XX.......X...........X................XXXX.... #Cluster 4 (4) 301 ..........................XXXXXXXXXX.X...X....X.XX #Consensus 301 30003300000003000000000003444444444414221433334144 #Cluster 0 (0) 351 .................................................. #Cluster 1 (1) 351 .X.X.......X......X.....XX......XXXXXX.XXXXXXXXXXX #Cluster 2 (2) 351 .................................................. #Cluster 3 (3) 351 .............................X.................... #Cluster 4 (4) 351 X.X.XXXXXXX.XXXXXX.XXXXX..XXX.XX......X........... #Consensus 351 41414444444144444414444411444344111111411111111111 #Cluster 0 (0) 401 .................................................. #Cluster 1 (1) 401 X.XXXXX.XXXXXXXXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 401 .................................................. #Cluster 3 (3) 401 .................................................. #Cluster 4 (4) 401 .X.....X..........X...X........................... #Consensus 401 14111114111111111141114111111111111111111111111111 #Cluster 0 (0) 451 .................................................. #Cluster 1 (1) 451 XXXX.XXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 451 .................................................. #Cluster 3 (3) 451 .................................................. #Cluster 4 (4) 451 ....X...X......................................... #Consensus 451 11114111411111111111111111111111111111111111111111 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXX.XXX #Cluster 2 (2) 501 .................................................. #Cluster 3 (3) 501 .................................................. #Cluster 4 (4) 501 .........................................X....X... #Consensus 501 11111111111111111111111111111111111111111411114111 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 XXX.XXXXX.XX.XXXXXXXXXXXXXXXXXXX.XXXXXXXXX.....XXX #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 .................................................. #Cluster 4 (4) 551 ...X.....X..X...................X.........XXXXX... #Consensus 551 11141111141141111111111111111111411111111144444111 ############################################################################################ # Condensed Map # # 600 points divided into 50 windows, each window contains 12 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 600 points into 5 clusters #Cluster 0: has 50 points, occurence 0.083 #Cluster 1: has 222 points, occurence 0.370 #Cluster 2: has 122 points, occurence 0.203 #Cluster 3: has 84 points, occurence 0.140 #Cluster 4: has 122 points, occurence 0.203 #Cluster 0 5 . 27411 79. #Cluster 1 . 18 21139899X99XXXXXX87X95 #Cluster 2 8XX9XXXXX7. .3 1 #Cluster 3 . 236 .. 526258872..3 . #Cluster 4 . 3XX97134. 2 82885.1.. .. 12 .4