DBSCAN-results.txt

--// DBSCAN RESULTS \\--
As explained in the report, the results are implied to be borderline before doing three clusters. Except for 4 minPts, which did not provide a possible result with three clusters, due to its instability.

 dbscan(seed, eps = 0.92, minPts = 4)
   0   1   2   3   4 
 13 135   4  53   5 

dbscan(seed, eps = 0.80, minPts = 5)
  0   1   2   3 
 45 118  14  33 

dbscan(seed, eps = 0.82, minPts = 6)
  0   1   2   3 
 50 114  14  32 

dbscan(seed, eps = 0.87, minPts = 8)
  0   1   2   3 
 47 117  36  10 

 dbscan(seed, eps = 1.04, minPts = 10)
  0   1   2   3 
 25 134  16  35 

dbscan(seed, eps = 0.935, minPts = 13)
 0  1  2  3 
69 46 61 34 

 dbscan(seed, eps = 0.995, minPts = 15)
 0  1  2  3 
71 41 63 35 

dbscan(seed, eps = 1.105, minPts = 18)
 0  1  2  3 
63 50 63 34

dbscan(seed, eps = 1.11, minPts = 20)
 0  1  2  3 
66 49 61 34 

dbscan(seed, eps = 1.2, minPts = 22)
 0  1  2  3 
59 54 62 35 

dbscan(seed, eps = 1.23, minPts = 23) --// The Best Result \\--
 0  1  2  3 
55 59 59 37

dbscan(seed, eps = 1.26, minPts = 24)
 0  1  2  3 
55 59 60 36 

dbscan(seed, eps = 1.27, minPts = 25)
 0  1  2  3 
58 58 60 34 

dbscan(seed, eps = 1.28, minPts = 26)
 0  1  2  3 
60 58 59 33 

dbscan(seed, eps = 1.345, minPts = 28)

 0  1  2  3 
58 59 59 34