#Desired Clusters: 5 #Clustering Algorithm: AverageLink #Distance Metric: RMS #Matrix Calculation Time: 2 seconds #Total Calculation Time: 10 seconds #Cluster 0 has average-distance-to-centroid 0.423243 #Cluster 1 has average-distance-to-centroid 0.973465 #Cluster 2 has average-distance-to-centroid 0.911205 #Cluster 3 has average-distance-to-centroid 0.838858 #Cluster 4 has average-distance-to-centroid 0.887372 #DBI: 1.27483 #pSF: 81.75739 #SSR/SST: 0.52575 ###Distribution of Distances### # [ 0.649, 0.817] -- 0.60% ( 269 out of 44850) # [ 0.817, 0.984] -- 2.97% ( 1332 out of 44850) # [ 0.984, 1.152] -- 6.51% ( 2919 out of 44850) # [ 1.152, 1.320] -- 12.69% ( 5691 out of 44850) # [ 1.320, 1.487] -- 14.88% ( 6675 out of 44850) # [ 1.487, 1.655] -- 13.38% ( 6000 out of 44850) # [ 1.655, 1.823] -- 10.24% ( 4593 out of 44850) # [ 1.823, 1.991] -- 7.95% ( 3564 out of 44850) # [ 1.991, 2.158] -- 5.18% ( 2324 out of 44850) # [ 2.158, 2.326] -- 3.38% ( 1518 out of 44850) # [ 2.326, 2.494] -- 2.89% ( 1297 out of 44850) # [ 2.494, 2.661] -- 3.25% ( 1457 out of 44850) # [ 2.661, 2.829] -- 3.76% ( 1687 out of 44850) # [ 2.829, 2.997] -- 4.29% ( 1923 out of 44850) # [ 2.997, 3.164] -- 3.76% ( 1685 out of 44850) # [ 3.164, 3.332] -- 2.52% ( 1128 out of 44850) # [ 3.332, 3.500] -- 1.19% ( 534 out of 44850) # [ 3.500, 3.667] -- 0.44% ( 199 out of 44850) # [ 3.667, 3.835] -- 0.10% ( 47 out of 44850) # [ 3.835, 4.003] -- 0.02% ( 8 out of 44850) #Clustering: 5 clusters XX.......................................................................................................................................................................................................................................................................................................... ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.X...X...XXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX................................................................................................. ..........................................................X.XXX.XXX...........................X............................................................................................................................................................................................................. ...........................................................................................................................................................................................................XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXXXX................................................ ....................................................................................................................................................................................................................................................X.......XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX ################################################################################## #Clustering: divide 300 points into 5 clusters #Cluster 0: has 2 points, occurence 0.007 #Cluster 1: has 193 points, occurence 0.643 #Cluster 2: has 8 points, occurence 0.027 #Cluster 3: has 48 points, occurence 0.160 #Cluster 4: has 49 points, occurence 0.163 #Cluster 0 (0) 1 XX................................................ #Cluster 1 (1) 1 ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 .................................................. #Cluster 4 (4) 1 .................................................. #Consensus 1 00111111111111111111111111111111111111111111111111 #Cluster 0 (0) 51 .................................................. #Cluster 1 (1) 51 XXXXXXXX.X...X...XXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXX #Cluster 2 (2) 51 ........X.XXX.XXX...........................X..... #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 11111111212221222111111111111111111111111111211111 #Cluster 0 (0) 101 .................................................. #Cluster 1 (1) 101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 .................................................. #Consensus 101 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 151 .................................................. #Cluster 1 (1) 151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 .................................................. #Consensus 151 11111111111111111111111111111111111111111111111111 #Cluster 0 (0) 201 .................................................. #Cluster 1 (1) 201 XXX............................................... #Cluster 2 (2) 201 .................................................. #Cluster 3 (3) 201 ...XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX.XXXXX #Cluster 4 (4) 201 ............................................X..... #Consensus 201 11133333333333333333333333333333333333333333433333 #Cluster 0 (0) 251 .................................................. #Cluster 1 (1) 251 .................................................. #Cluster 2 (2) 251 .................................................. #Cluster 3 (3) 251 XX................................................ #Cluster 4 (4) 251 ..XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Consensus 251 33444444444444444444444444444444444444444444444444 ############################################################################################ # Condensed Map # # 300 points divided into 50 windows, each window contains 6 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 300 points into 5 clusters #Cluster 0: has 2 points, occurence 0.007 #Cluster 1: has 193 points, occurence 0.643 #Cluster 2: has 8 points, occurence 0.027 #Cluster 3: has 48 points, occurence 0.160 #Cluster 4: has 49 points, occurence 0.163 #Cluster 0 3 #Cluster 1 6XXXXXXXX818XXX8XXXXXXXXXXXXXXXXX8 #Cluster 2 181 1 #Cluster 3 1XXXXXX8X #Cluster 4 1 XXXXXXXX