#Desired Clusters: 5 #Clustering Algorithm: Means(1) #Distance Metric: RMS #Matrix Calculation Time: 0 seconds #Total Calculation Time: 111 seconds #Cluster 0 has average-distance-to-centroid 2.296162 #Cluster 1 has average-distance-to-centroid 2.439527 #Cluster 2 has average-distance-to-centroid 2.208610 #Cluster 3 has average-distance-to-centroid 2.182788 #Cluster 4 has average-distance-to-centroid 2.183097 #DBI: 1.32626 #pSF: 184.65460 #SSR/SST: 0.55385 #Clustering: 5 clusters X............................................................XX.XXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXXXXXXX.XX...XX.X...XXXXXXX..............X...X.......X..XX.XXX.....................................XX.XXXX.........X.......XXX.X...XXX..XXXXXX.XXXX.XXXX.XXXXXXXXXXXXXXXXXXXXXXXX.....X.XXX.XXXX...XXX......................................X................X..................................................................................................................................................................................................................................................XX ............................................................................................................................................................................XXX.........................................................................................................X...............................X...X........X.....X.........X........XX............XXXXXXXX..XXXXXXX.X....XXX.XXX.......XXXXXXXXXXX..XXXXXXXXXX.XXX.......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X.XX..........X..X.XX..XX..XXX...X.X....X......XX.....................XXX..X.................................................... .XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..X........................XX.............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. ..........................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................X...........X...X.X......XXXXXXX.XX....XX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.. .............................................................................................................X..XXX..X.XXX.......XXXXXXXXXXXXXX.XXX.XXXXXXX.XX..X...XXXXXXXX...XXXXXXXXXXXXXXXXXXXXXXXXXX..X....XXXXXXXXX.XXXXXXX...X.XXX...XX......X....X....X........................X.XXX.X...X....XXX...XXXXXXXXXXXX.XXX.XXXXXXXX.XXXXX.XXXXXX.XX.XXXXXXXX..XXX.XXXXXXXX........XX.......X.XXXX...X...XXXXXXX...........XX..........X...XXXXXXX....................................X.X..XXXXXXXXXX.XX.X..XX..XX...XXX...XXXX.XXXXX...X.X.XXXXXX.......X..X.......................................................... ################################################################################## #Clustering: divide 600 points into 5 clusters #Cluster 0: has 133 points, occurence 0.222 #Cluster 1: has 114 points, occurence 0.190 #Cluster 2: has 63 points, occurence 0.105 #Cluster 3: has 65 points, occurence 0.108 #Cluster 4: has 225 points, occurence 0.375 #Cluster 0 (0) 1 X................................................. #Cluster 1 (1) 1 .................................................. #Cluster 2 (2) 1 .XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 1 .................................................. #Cluster 4 (4) 1 .................................................. #Consensus 1 02222222222222222222222222222222222222222222222222 #Cluster 0 (0) 51 ...........XX.XXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXX #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 XXXXXXXXXXX..X........................XX.......... #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 22222222222002000000000000000000000000220000000000 #Cluster 0 (0) 101 XXXXXXXXX.XX...XX.X...XXXXXXX..............X...X.. #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 .........X..XXX..X.XXX.......XXXXXXXXXXXXXX.XXX.XX #Consensus 101 00000000040044400404440000000444444444444440444044 #Cluster 0 (0) 151 .....X..XX.XXX.................................... #Cluster 1 (1) 151 ......................XXX......................... #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 XXXXX.XX..X...XXXXXXXX...XXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 151 44444044004000444444441114444444444444444444444444 #Cluster 0 (0) 201 .XX.XXXX.........X.......XXX.X...XXX..XXXXXX.XXXX. #Cluster 1 (1) 201 .................................................. #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 X..X....XXXXXXXXX.XXXXXXX...X.XXX...XX......X....X #Consensus 201 40040000444444444044444440004044400044000000400004 #Cluster 0 (0) 251 XXXX.XXXXXXXXXXXXXXXXXXXXXXXX.....X.XXX.XXXX...XXX #Cluster 1 (1) 251 ..............................X................... #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 ....X........................X.XXX.X...X....XXX... #Consensus 251 00004000000000000000000000000414440400040000444000 #Cluster 0 (0) 301 ......................................X........... #Cluster 1 (1) 301 ............X...X........X.....X.........X........ #Cluster 2 (2) 301 .................................................. #Cluster 3 (3) 301 .................................................. #Cluster 4 (4) 301 XXXXXXXXXXXX.XXX.XXXXXXXX.XXXXX.XXXXXX.XX.XXXXXXXX #Consensus 301 44444444444414441444444441444441444444044144444444 #Cluster 0 (0) 351 .....X............................................ #Cluster 1 (1) 351 XX............XXXXXXXX..XXXXXXX.X....XXX.XXX...... #Cluster 2 (2) 351 .................................................. #Cluster 3 (3) 351 .................................................. #Cluster 4 (4) 351 ..XXX.XXXXXXXX........XX.......X.XXXX...X...XXXXXX #Consensus 351 11444044444444111111114411111114144441114111444444 #Cluster 0 (0) 401 .................................................. #Cluster 1 (1) 401 .XXXXXXXXXXX..XXXXXXXXXX.XXX.......XXXXXXXXXXXXXXX #Cluster 2 (2) 401 .................................................. #Cluster 3 (3) 401 .................................................. #Cluster 4 (4) 401 X...........XX..........X...XXXXXXX............... #Consensus 401 41111111111144111111111141114444444111111111111111 #Cluster 0 (0) 451 .................................................. #Cluster 1 (1) 451 XXXXXXXXXXXXXXXXXXXXX.X.XX..........X..X.XX..XX..X #Cluster 2 (2) 451 .................................................. #Cluster 3 (3) 451 .................................................. #Cluster 4 (4) 451 .....................X.X..XXXXXXXXXX.XX.X..XX..XX. #Consensus 451 11111111111111111111141411444444444414414114411441 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 XX...X.X....X......XX.....................XXX..X.. #Cluster 2 (2) 501 .................................................. #Cluster 3 (3) 501 ......X...........X...X.X......XXXXXXX.XX....XX.XX #Cluster 4 (4) 501 ..XXX...XXXX.XXXXX...X.X.XXXXXX.......X..X........ #Consensus 501 11444131444414444431143434444443333333433411133133 #Cluster 0 (0) 551 ................................................XX #Cluster 1 (1) 551 .................................................. #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.. #Cluster 4 (4) 551 .................................................. #Consensus 551 33333333333333333333333333333333333333333333333300 ############################################################################################ # 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 133 points, occurence 0.222 #Cluster 1: has 114 points, occurence 0.190 #Cluster 2: has 63 points, occurence 0.105 #Cluster 3: has 65 points, occurence 0.108 #Cluster 4: has 225 points, occurence 0.375 #Cluster 0 . 8X8X55.14 133589X56 .. 1 #Cluster 1 2 . 11.16655857XX52521 3 #Cluster 2 9XXXX1 1 #Cluster 3 .265XXX8 #Cluster 4 549857X86651. 43X88873354142 575653.