#Desired Clusters: 5 #Clustering Algorithm: AverageLink #Distance Metric: RMS #Matrix Calculation Time: 6 seconds #Total Calculation Time: 45 seconds #Cluster 0 has average-distance-to-centroid 0.682272 #Cluster 1 has average-distance-to-centroid 0.628961 #Cluster 2 has average-distance-to-centroid 0.674021 #Cluster 3 has average-distance-to-centroid 0.688462 #Cluster 4 has average-distance-to-centroid 0.306378 #DBI: 1.77236 #pSF: 106.69976 #SSR/SST: 0.30018 ###Distribution of Distances### # [ 0.442, 0.515] -- 0.01% ( 32 out of 499500) # [ 0.515, 0.587] -- 0.10% ( 489 out of 499500) # [ 0.587, 0.660] -- 0.45% ( 2227 out of 499500) # [ 0.660, 0.733] -- 1.34% ( 6690 out of 499500) # [ 0.733, 0.806] -- 2.91% ( 14538 out of 499500) # [ 0.806, 0.878] -- 5.10% ( 25494 out of 499500) # [ 0.878, 0.951] -- 7.60% ( 37965 out of 499500) # [ 0.951, 1.024] -- 10.22% ( 51056 out of 499500) # [ 1.024, 1.096] -- 12.46% ( 62243 out of 499500) # [ 1.096, 1.169] -- 13.96% ( 69723 out of 499500) # [ 1.169, 1.242] -- 13.90% ( 69414 out of 499500) # [ 1.242, 1.314] -- 12.30% ( 61416 out of 499500) # [ 1.314, 1.387] -- 9.27% ( 46283 out of 499500) # [ 1.387, 1.460] -- 5.76% ( 28771 out of 499500) # [ 1.460, 1.532] -- 2.94% ( 14677 out of 499500) # [ 1.532, 1.605] -- 1.20% ( 6007 out of 499500) # [ 1.605, 1.678] -- 0.39% ( 1942 out of 499500) # [ 1.678, 1.750] -- 0.09% ( 429 out of 499500) # [ 1.750, 1.823] -- 0.02% ( 92 out of 499500) # [ 1.823, 1.896] -- 0.00% ( 12 out of 499500) #Clustering: 5 clusters 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################################################################################## #Clustering: divide 1000 points into 5 clusters #Cluster 0: has 183 points, occurence 0.183 #Cluster 1: has 50 points, occurence 0.050 #Cluster 2: has 380 points, occurence 0.380 #Cluster 3: has 385 points, occurence 0.385 #Cluster 4: has 2 points, occurence 0.002 #Cluster 0 (0) 1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 1 .................................................. #Cluster 2 (2) 1 .................................................. #Cluster 3 (3) 1 .................................................. #Cluster 4 (4) 1 .................................................. #Consensus 1 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 51 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 51 .................................................. #Cluster 2 (2) 51 .................................................. #Cluster 3 (3) 51 .................................................. #Cluster 4 (4) 51 .................................................. #Consensus 51 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 101 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 1 (1) 101 .................................................. #Cluster 2 (2) 101 .................................................. #Cluster 3 (3) 101 .................................................. #Cluster 4 (4) 101 .................................................. #Consensus 101 00000000000000000000000000000000000000000000000000 #Cluster 0 (0) 151 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX................. #Cluster 1 (1) 151 .................................XXXXXXXXXXXXXXXXX #Cluster 2 (2) 151 .................................................. #Cluster 3 (3) 151 .................................................. #Cluster 4 (4) 151 .................................................. #Consensus 151 00000000000000000000000000000000011111111111111111 #Cluster 0 (0) 201 .................................................. #Cluster 1 (1) 201 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX................. #Cluster 2 (2) 201 .................................XXXXXXXXXXXXXXXXX #Cluster 3 (3) 201 .................................................. #Cluster 4 (4) 201 .................................................. #Consensus 201 11111111111111111111111111111111122222222222222222 #Cluster 0 (0) 251 .................................................. #Cluster 1 (1) 251 .................................................. #Cluster 2 (2) 251 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 251 .................................................. #Cluster 4 (4) 251 .................................................. #Consensus 251 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 301 .................................................. #Cluster 1 (1) 301 .................................................. #Cluster 2 (2) 301 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 301 .................................................. #Cluster 4 (4) 301 .................................................. #Consensus 301 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 351 .................................................. #Cluster 1 (1) 351 .................................................. #Cluster 2 (2) 351 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 351 .................................................. #Cluster 4 (4) 351 .................................................. #Consensus 351 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 401 .................................................. #Cluster 1 (1) 401 .................................................. #Cluster 2 (2) 401 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 401 .................................................. #Cluster 4 (4) 401 .................................................. #Consensus 401 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 451 .................................................. #Cluster 1 (1) 451 .................................................. #Cluster 2 (2) 451 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 451 .................................................. #Cluster 4 (4) 451 .................................................. #Consensus 451 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 501 .................................................. #Cluster 1 (1) 501 .................................................. #Cluster 2 (2) 501 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 501 .................................................. #Cluster 4 (4) 501 .................................................. #Consensus 501 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 551 .................................................. #Cluster 1 (1) 551 .................................................. #Cluster 2 (2) 551 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 3 (3) 551 .................................................. #Cluster 4 (4) 551 .................................................. #Consensus 551 22222222222222222222222222222222222222222222222222 #Cluster 0 (0) 601 .................................................. #Cluster 1 (1) 601 .................................................. #Cluster 2 (2) 601 XXXXXXXXXXXXX..................................... #Cluster 3 (3) 601 .............XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 601 .................................................. #Consensus 601 22222222222223333333333333333333333333333333333333 #Cluster 0 (0) 651 .................................................. #Cluster 1 (1) 651 .................................................. #Cluster 2 (2) 651 .................................................. #Cluster 3 (3) 651 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 651 .................................................. #Consensus 651 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 701 .................................................. #Cluster 1 (1) 701 .................................................. #Cluster 2 (2) 701 .................................................. #Cluster 3 (3) 701 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 701 .................................................. #Consensus 701 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 751 .................................................. #Cluster 1 (1) 751 .................................................. #Cluster 2 (2) 751 .................................................. #Cluster 3 (3) 751 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX..XXXXXXXXXXXXXX #Cluster 4 (4) 751 ..................................XX.............. #Consensus 751 33333333333333333333333333333333334433333333333333 #Cluster 0 (0) 801 .................................................. #Cluster 1 (1) 801 .................................................. #Cluster 2 (2) 801 .................................................. #Cluster 3 (3) 801 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 801 .................................................. #Consensus 801 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 851 .................................................. #Cluster 1 (1) 851 .................................................. #Cluster 2 (2) 851 .................................................. #Cluster 3 (3) 851 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 851 .................................................. #Consensus 851 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 901 .................................................. #Cluster 1 (1) 901 .................................................. #Cluster 2 (2) 901 .................................................. #Cluster 3 (3) 901 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 901 .................................................. #Consensus 901 33333333333333333333333333333333333333333333333333 #Cluster 0 (0) 951 .................................................. #Cluster 1 (1) 951 .................................................. #Cluster 2 (2) 951 .................................................. #Cluster 3 (3) 951 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX #Cluster 4 (4) 951 .................................................. #Consensus 951 33333333333333333333333333333333333333333333333333 ############################################################################################ # Condensed Map # # 1000 points divided into 50 windows, each window contains 20 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 1000 points into 5 clusters #Cluster 0: has 183 points, occurence 0.183 #Cluster 1: has 50 points, occurence 0.050 #Cluster 2: has 380 points, occurence 0.380 #Cluster 3: has 385 points, occurence 0.385 #Cluster 4: has 2 points, occurence 0.002 #Cluster 0 XXXXXXXXX1 #Cluster 1 8X6 #Cluster 2 3XXXXXXXXXXXXXXXXXX6 #Cluster 3 3XXXXXXXX9XXXXXXXXXX #Cluster 4 1