#Desired Clusters: 5 #Clustering Algorithm: Means(1) #Distance Metric: RMS #Matrix Calculation Time: 0 seconds #Total Calculation Time: 181 seconds #Cluster 0 has average-distance-to-centroid 2.255156 #Cluster 1 has average-distance-to-centroid 2.361308 #Cluster 2 has average-distance-to-centroid 2.307875 #Cluster 3 has average-distance-to-centroid 1.930683 #Cluster 4 has average-distance-to-centroid 1.986292 #DBI: 1.24578 #pSF: 407.78259 #SSR/SST: 0.73272 #Clustering: 5 clusters .....................................................................X.X...........XXXXXX........XXX..XX.XXXXXXX.XXXXXX...........XXX..................X....XX...........................XX....X..XX.X...X.XXXX.XX...XX.......XX........XXXXXXXX..XX........................................X.XXX......X.X..XXXXXXXXXXXXXXXXXXXXX..X........XXXXXXXXX.....................................................................XX..........................X.X..XX........................................................................................................................................................... ......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................XX.XXXXXXXXXXX...........X......................XXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX .....................................................................................................................................................................................................................................................................................................................................................XXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXXXXXXXXXXXXXX.X.XX..XXXXXXXXXXXXXXXXXXXXXXXXX..X...........XXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXX.......X.......................................................................... XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X............................X............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................ .............................................X.XXXXXXXXXXXXXXXXXXXXXX.X.XXX.XXXXXXX......XXXXXXXX...XX..X.......X......XXXXXXXXXXX...XXXXXXXXXXXXXXXXXX.XXXX..XXXXXXXXXXXXXXXXXXXXXXXXXXX..XXXX.XX..X.XXX.X....X..XXX..XXXXXXX..XXXXXXXX........XX..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X...XXXXXX.X.XX.....................XX.XXXXXXXX...................X........................................................................................................................................................................................................................................................ ################################################################################## #Clustering: divide 600 points into 5 clusters #Cluster 0: has 102 points, occurence 0.170 #Cluster 1: has 95 points, occurence 0.158 #Cluster 2: has 157 points, occurence 0.262 #Cluster 3: has 47 points, occurence 0.078 #Cluster 4: has 199 points, occurence 0.332 #Cluster 0 (0) 1 .................................................. #Cluster 1 (1) 1 .................................................. #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X... #Cluster 4 (4) 1 .............................................X.XXX #Consensus 1 33333333333333333333333333333333333333333333343444 #Cluster 0 (0) 51 ...................X.X...........XXXXXX........XXX #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 .................................................. #Cluster 3 (3) 51 .........................X........................ #Cluster 4 (4) 51 XXXXXXXXXXXXXXXXXXX.X.XXX.XXXXXXX......XXXXXXXX... #Consensus 51 44444444444444444440404443444444400000044444444000 #Cluster 0 (0) 101 ..XX.XXXXXXX.XXXXXX...........XXX................. #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 XX..X.......X......XXXXXXXXXXX...XXXXXXXXXXXXXXXXX #Consensus 101 44004000000040000004444444444400044444444444444444 #Cluster 0 (0) 151 .X....XX...........................XX....X..XX.X.. #Cluster 1 (1) 151 .................................................. #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 X.XXXX..XXXXXXXXXXXXXXXXXXXXXXXXXXX..XXXX.XX..X.XX #Consensus 151 40444400444444444444444444444444444004444044004044 #Cluster 0 (0) 201 .X.XXXX.XX...XX.......XX........XXXXXXXX..XX...... #Cluster 1 (1) 201 .................................................. #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 X.X....X..XXX..XXXXXXX..XXXXXXXX........XX..XXXXXX #Consensus 201 40400004004440044444440044444444000000004400444444 #Cluster 0 (0) 251 ..................................X.XXX......X.X.. #Cluster 1 (1) 251 .................................................. #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X...XXXXXX.X.XX #Consensus 251 44444444444444444444444444444444440400044444404044 #Cluster 0 (0) 301 XXXXXXXXXXXXXXXXXXXXX..X........XXXXXXXXX......... #Cluster 1 (1) 301 .................................................. #Cluster 2 (2) 301 .........................................XXXXXXXXX #Cluster 3 (3) 301 .................................................. #Cluster 4 (4) 301 .....................XX.XXXXXXXX.................. #Consensus 301 00000000000000000000044044444444000000000222222222 #Cluster 0 (0) 351 .................................................. #Cluster 1 (1) 351 .................................................. #Cluster 2 (2) 351 X.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 351 .................................................. #Cluster 4 (4) 351 .X................................................ #Consensus 351 24222222222222222222222222222222222222222222222222 #Cluster 0 (0) 401 ..........XX..........................X.X..XX..... #Cluster 1 (1) 401 .................................................. #Cluster 2 (2) 401 XXXXXXXXXX..XXXXXXXXXXXXXXXXXXXXXXXXXX.X.XX..XXXXX #Cluster 3 (3) 401 .................................................. #Cluster 4 (4) 401 .................................................. #Consensus 401 22222222220022222222222222222222222222020220022222 #Cluster 0 (0) 451 .................................................. #Cluster 1 (1) 451 ....................XX.XXXXXXXXXXX...........X.... #Cluster 2 (2) 451 XXXXXXXXXXXXXXXXXXXX..X...........XXXXXXXXXXX.XXXX #Cluster 3 (3) 451 .................................................. #Cluster 4 (4) 451 .................................................. #Consensus 451 22222222222222222222112111111111112222222222212222 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 ..................XXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 501 XXXXXXXXXXXXXXXXXX.......X........................ #Cluster 3 (3) 501 .................................................. #Cluster 4 (4) 501 .................................................. #Consensus 501 22222222222222222211111112111111111111111111111111 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 551 .................................................. #Cluster 3 (3) 551 .................................................. #Cluster 4 (4) 551 .................................................. #Consensus 551 11111111111111111111111111111111111111111111111111 ############################################################################################ # 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 102 points, occurence 0.170 #Cluster 1: has 95 points, occurence 0.158 #Cluster 2: has 157 points, occurence 0.262 #Cluster 3: has 47 points, occurence 0.078 #Cluster 4: has 199 points, occurence 0.332 #Cluster 0 1.4681..1 245161 22X834 1 2. #Cluster 1 73. 7XXXXXX #Cluster 2 59XXXX8X79X269X2 #Cluster 3 XXX8 . #Cluster 4 1X885318998X754838XX77 16 .