initialization: random
spatial weighting factor: 50 percent
iterations: 50
empty classes: randomly reinitialized
Pixels per class:
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
301 | 13106 | 6316 | 7945 | 10322 | 3257 | 106 | 10373 | 5099 | 9454 | 2032 | 348 | 2575 | 92055 | 8011 | 66 |
Mean distances
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | average | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.0 | 59.8 | 46.6 | 58.3 | 54.0 | 31.4 | 53.7 | 54.1 | 37.9 | 58.1 | 3.0 | 24.4 | 75.6 | 65.3 | 53.5 | 43.3 | 47.94 |
1 | 59.8 | 0.0 | 13.2 | 1.5 | 5.8 | 28.4 | 6.1 | 5.7 | 21.9 | 1.7 | 62.8 | 35.4 | 15.8 | 5.5 | 6.3 | 16.5 | 19.08 |
2 | 46.6 | 13.2 | 0.0 | 11.7 | 7.4 | 15.2 | 7.1 | 7.4 | 8.7 | 11.4 | 49.6 | 22.2 | 28.9 | 18.6 | 6.9 | 3.3 | 17.22 |
3 | 58.3 | 1.5 | 11.7 | 0.0 | 4.3 | 26.9 | 4.6 | 4.3 | 20.4 | 0.2 | 61.3 | 33.9 | 17.2 | 6.9 | 4.8 | 15.0 | 18.10 |
4 | 54.0 | 5.8 | 7.4 | 4.3 | 0.0 | 22.6 | 0.3 | 0.0 | 16.1 | 4.1 | 57.0 | 29.6 | 21.6 | 11.2 | 0.5 | 10.7 | 16.35 |
5 | 31.4 | 28.4 | 15.2 | 26.9 | 22.6 | 0.0 | 22.3 | 22.6 | 6.5 | 26.6 | 34.5 | 7.0 | 44.1 | 33.8 | 22.0 | 11.9 | 23.72 |
6 | 53.7 | 6.1 | 7.1 | 4.6 | 0.3 | 22.3 | 0.0 | 0.4 | 15.8 | 4.4 | 56.7 | 29.3 | 21.9 | 11.6 | 0.2 | 10.4 | 16.31 |
7 | 54.1 | 5.7 | 7.4 | 4.3 | 0.0 | 22.6 | 0.4 | 0.0 | 16.1 | 4.0 | 57.1 | 29.7 | 21.5 | 11.2 | 0.6 | 10.7 | 16.36 |
8 | 37.9 | 21.9 | 8.7 | 20.4 | 16.1 | 6.5 | 15.8 | 16.1 | 0.0 | 20.2 | 40.9 | 13.5 | 37.6 | 27.3 | 15.6 | 5.4 | 20.26 |
9 | 58.1 | 1.7 | 11.4 | 0.2 | 4.1 | 26.6 | 4.4 | 4.0 | 20.2 | 0.0 | 61.1 | 33.7 | 17.5 | 7.2 | 4.6 | 14.8 | 17.97 |
10 | 3.0 | 62.8 | 49.6 | 61.3 | 57.0 | 34.5 | 56.7 | 57.1 | 40.9 | 61.1 | 0.0 | 27.4 | 78.6 | 68.3 | 56.5 | 46.3 | 50.75 |
11 | 24.4 | 35.4 | 22.2 | 33.9 | 29.6 | 7.0 | 29.3 | 29.7 | 13.5 | 33.7 | 27.4 | 0.0 | 51.2 | 40.9 | 29.1 | 18.9 | 28.42 |
12 | 75.6 | 15.8 | 28.9 | 17.2 | 21.6 | 44.1 | 21.9 | 21.5 | 37.6 | 17.5 | 78.6 | 51.2 | 0.0 | 10.3 | 22.1 | 32.2 | 33.07 |
13 | 65.3 | 5.5 | 18.6 | 6.9 | 11.2 | 33.8 | 11.6 | 11.2 | 27.3 | 7.2 | 68.3 | 40.9 | 10.3 | 0.0 | 11.8 | 21.9 | 23.45 |
14 | 53.5 | 6.3 | 6.9 | 4.8 | 0.5 | 22.0 | 0.2 | 0.6 | 15.6 | 4.6 | 56.5 | 29.1 | 22.1 | 11.8 | 0.0 | 10.2 | 16.31 |
15 | 43.3 | 16.5 | 3.3 | 15.0 | 10.7 | 11.9 | 10.4 | 10.7 | 5.4 | 14.8 | 46.3 | 18.9 | 32.2 | 21.9 | 10.2 | 0.0 | 18.10 |
cluster radii:
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
average | 4.65 | 1.20 | 1.55 | 1.59 | 1.57 | 1.64 | 4.72 | 1.52 | 1.47 | 1.39 | 1.81 | 4.09 | 2.52 | 0.17 | 1.49 | 3.93 |
maximum | 17.88 | 33.38 | 33.12 | 73.81 | 15.00 | 22.44 | 19.81 | 16.62 | 12.94 | 21.62 | 34.25 | 15.31 | 14.62 | 15.25 | 18.44 | 25.00 |
iteration | variance |
---|---|
0 | 193438685.74 |
1 | 48102491.55 |
2 | 35080903.75 |
3 | 19420495.62 |
4 | 14552260.44 |
5 | 13026715.87 |
6 | 12555312.76 |
7 | 11958795.34 |
8 | 9525367.60 |
9 | 8173844.02 |
10 | 6934307.12 |
11 | 6634600.66 |
12 | 6532042.34 |
13 | 6480272.64 |
14 | 6402767.33 |
15 | 6357873.96 |
16 | 6334574.36 |
17 | 6301041.30 |
18 | 6263503.55 |
19 | 6235169.08 |
20 | 6198280.04 |
21 | 6157779.52 |
22 | 6125557.42 |
23 | 6087687.45 |
24 | 6059024.79 |
25 | 6005476.20 |
26 | 5926333.14 |
27 | 5860167.01 |
28 | 5809336.36 |
29 | 5765227.76 |
30 | 5729693.44 |
31 | 5702836.70 |
32 | 5683227.62 |
33 | 5666276.57 |
34 | 5628974.50 |
35 | 5605727.07 |
36 | 5582169.34 |
37 | 5569026.87 |
38 | 5549757.27 |
39 | 5545100.65 |
40 | 5533808.52 |
41 | 5524611.34 |
42 | 5523669.24 |
43 | 5502818.48 |
44 | 5501442.75 |
45 | 5498705.59 |
46 | 5492140.64 |
47 | 5482110.18 |
48 | 5491388.02 |
49 | 5483551.44 |
These pages created by Valerie Ohm (valerie@ece.neu.edu) at the Rapid Prototyping Laboratory at Northeastern University
Contact: Prof. Miriam Leeser (mel@ece.neu.edu)