Mitosis Results for Chameleon’s 2-D datasets
80
70
Time in secs
60
50
C h a m e le o n
40
M ito s is
30
20
10
(a)
(a)
0
0
2000
4000
6000
8000
10000
d a ta s iz e
(a)
10
9
8
(b)
Time in secs
7
(b)
6
M itosis
5
D BScan
4
3
2
1
0
0
2000
4000
6000
8000
10000
data size
(b)
(c)
Comparing (a)Mitosis to
(b)Chameleon and
(c)DBscan
using Chameleon’s DS4 dataset.
(c)
Comparing (a) Mitosis to
(b) Chameleon ,
(c) DBScan for
Chameleon’s DS5 dataset.
Speed of Mitosis compared to
(a) Chameleon and (b) DBScan
Mitosis Vs. Chameleon
Algo.
Data
Data set DS5
0.98
Data set DS4
0.96
Adjusted Rand Index comparing Mitosis
to Chameleon