#Desired Clusters: 3
#Clustering Algorithm: Means(1)
#Distance Metric: RMS
#Matrix Calculation Time: 0 seconds
#Total Calculation Time: 61 seconds
#Cluster 0 has average-distance-to-centroid 2.270509
#Cluster 1 has average-distance-to-centroid 2.252264
#Cluster 2 has average-distance-to-centroid 2.243106
#DBI: 1.22856
#pSF: 156.67043
#SSR/SST: 0.44111
#Clustering: 3 clusters
.............................................................XX.XXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXXXXXXX.XX...XX.X...XXXXXXXX.............X...X....X..X..XX.XXXX....................................XX.XXXX.........X.....X.XXX.X..XXXX..XXXXXX.XXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXX.....X.XXX.XXXX..XXXX......................................X................X............................................
.............................................................................................................X..XXX..X.XXX........XXXXXXXXXXXXX.XXX.XXXX.XX.XX..X....XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..X....XXXXXXXXX.XXXXX.X...X.XX....XX......X....X.............................XXXXX.X...X....XX....XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..X........................XX......................................................................................................................................................................................................................................................................................................................
##################################################################################
#Clustering: divide 400 points into 3 clusters
#Cluster    0: has   137 points, occurence 0.343
#Cluster    1: has   199 points, occurence 0.497
#Cluster    2: has    64 points, occurence 0.160
#Cluster    0 (0)      1   ..................................................
#Cluster    1 (1)      1   ..................................................
#Cluster    2 (2)      1   XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
#Consensus             1   22222222222222222222222222222222222222222222222222

#Cluster    0 (0)     51   ...........XX.XXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXX
#Cluster    1 (1)     51   ..................................................
#Cluster    2 (2)     51   XXXXXXXXXXX..X........................XX..........
#Consensus            51   22222222222002000000000000000000000000220000000000

#Cluster    0 (0)    101   XXXXXXXXX.XX...XX.X...XXXXXXXX.............X...X..
#Cluster    1 (1)    101   .........X..XXX..X.XXX........XXXXXXXXXXXXX.XXX.XX
#Cluster    2 (2)    101   ..................................................
#Consensus           101   00000000010011100101110000000011111111111110111011

#Cluster    0 (0)    151   ..X..X..XX.XXXX...................................
#Cluster    1 (1)    151   XX.XX.XX..X....XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
#Cluster    2 (2)    151   ..................................................
#Consensus           151   11011011001000011111111111111111111111111111111111

#Cluster    0 (0)    201   .XX.XXXX.........X.....X.XXX.X..XXXX..XXXXXX.XXXX.
#Cluster    1 (1)    201   X..X....XXXXXXXXX.XXXXX.X...X.XX....XX......X....X
#Cluster    2 (2)    201   ..................................................
#Consensus           201   10010000111111111011111010001011000011000000100001

#Cluster    0 (0)    251   XXXXXXXXXXXXXXXXXXXXXXXXXXXXX.....X.XXX.XXXX..XXXX
#Cluster    1 (1)    251   .............................XXXXX.X...X....XX....
#Cluster    2 (2)    251   ..................................................
#Consensus           251   00000000000000000000000000000111110100010000110000

#Cluster    0 (0)    301   ......................................X...........
#Cluster    1 (1)    301   XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXX
#Cluster    2 (2)    301   ..................................................
#Consensus           301   11111111111111111111111111111111111111011111111111

#Cluster    0 (0)    351   .....X............................................
#Cluster    1 (1)    351   XXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
#Cluster    2 (2)    351   ..................................................
#Consensus           351   11111011111111111111111111111111111111111111111111

############################################################################################
#                                     Condensed Map                                         
#                                                                                                   
#    400 points divided into 50 windows, each window contains 8 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 400 points into 3 clusters
#Cluster    0: has   137 points, occurence 0.343
#Cluster    1: has   199 points, occurence 0.497
#Cluster    2: has    64 points, occurence 0.160
#Cluster    0          2XXX7X83721155    7 25788XX8365    1 1     
#Cluster    1                16278855XXXX2X75211  1635XXXX8X8XXXXX
#Cluster    2   XXXXXXX7   2