initialization: random
spatial weighting factor: 50 percent
iterations: 22
empty classes: randomly reinitialized
Pixels per class:
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38308 | 6235 | 3757 | 5071 | 1171 | 10770 | 589 | 2266 | 2751 | 955 | 7167 | 308 | 5001 | 3048 | 19802 | 3369 |
Mean distances
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | average | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.0 | 84.8 | 17.6 | 70.6 | 30.2 | 80.6 | 72.4 | 33.2 | 63.9 | 29.6 | 88.1 | 54.6 | 41.0 | 57.5 | 21.0 | 101.0 | 56.41 |
1 | 84.8 | 0.0 | 67.2 | 14.2 | 54.6 | 4.2 | 12.4 | 51.6 | 20.9 | 55.2 | 3.3 | 30.2 | 43.8 | 27.3 | 63.8 | 16.2 | 36.64 |
2 | 17.6 | 67.2 | 0.0 | 53.0 | 12.6 | 63.0 | 54.9 | 15.7 | 46.3 | 12.1 | 70.5 | 37.1 | 23.5 | 39.9 | 3.5 | 83.4 | 40.02 |
3 | 70.6 | 14.2 | 53.0 | 0.0 | 40.4 | 10.0 | 1.9 | 37.3 | 6.7 | 40.9 | 17.5 | 15.9 | 29.5 | 13.1 | 49.5 | 30.4 | 28.73 |
4 | 30.2 | 54.6 | 12.6 | 40.4 | 0.0 | 50.4 | 42.3 | 3.1 | 33.7 | 0.5 | 57.9 | 24.5 | 10.8 | 27.3 | 9.1 | 70.8 | 31.22 |
5 | 80.6 | 4.2 | 63.0 | 10.0 | 50.4 | 0.0 | 8.1 | 47.3 | 16.6 | 50.9 | 7.6 | 25.9 | 39.5 | 23.1 | 59.5 | 20.4 | 33.81 |
6 | 72.4 | 12.4 | 54.9 | 1.9 | 42.3 | 8.1 | 0.0 | 39.2 | 8.5 | 42.8 | 15.7 | 17.8 | 31.4 | 15.0 | 51.4 | 28.6 | 29.48 |
7 | 33.2 | 51.6 | 15.7 | 37.3 | 3.1 | 47.3 | 39.2 | 0.0 | 30.7 | 3.6 | 54.9 | 21.4 | 7.8 | 24.2 | 12.2 | 67.7 | 29.99 |
8 | 63.9 | 20.9 | 46.3 | 6.7 | 33.7 | 16.6 | 8.5 | 30.7 | 0.0 | 34.3 | 24.2 | 9.3 | 22.9 | 6.4 | 42.9 | 37.1 | 26.96 |
9 | 29.6 | 55.2 | 12.1 | 40.9 | 0.5 | 50.9 | 42.8 | 3.6 | 34.3 | 0.0 | 58.5 | 25.0 | 11.4 | 27.9 | 8.6 | 71.4 | 31.51 |
10 | 88.1 | 3.3 | 70.5 | 17.5 | 57.9 | 7.6 | 15.7 | 54.9 | 24.2 | 58.5 | 0.0 | 33.5 | 47.1 | 30.6 | 67.1 | 12.9 | 39.29 |
11 | 54.6 | 30.2 | 37.1 | 15.9 | 24.5 | 25.9 | 17.8 | 21.4 | 9.3 | 25.0 | 33.5 | 0.0 | 13.6 | 2.8 | 33.6 | 46.3 | 26.10 |
12 | 41.0 | 43.8 | 23.5 | 29.5 | 10.8 | 39.5 | 31.4 | 7.8 | 22.9 | 11.4 | 47.1 | 13.6 | 0.0 | 16.5 | 20.0 | 60.0 | 27.92 |
13 | 57.5 | 27.3 | 39.9 | 13.1 | 27.3 | 23.1 | 15.0 | 24.2 | 6.4 | 27.9 | 30.6 | 2.8 | 16.5 | 0.0 | 36.4 | 43.5 | 26.10 |
14 | 21.0 | 63.8 | 3.5 | 49.5 | 9.1 | 59.5 | 51.4 | 12.2 | 42.9 | 8.6 | 67.1 | 33.6 | 20.0 | 36.4 | 0.0 | 80.0 | 37.24 |
15 | 101.0 | 16.2 | 83.4 | 30.4 | 70.8 | 20.4 | 28.6 | 67.7 | 37.1 | 71.4 | 12.9 | 46.3 | 60.0 | 43.5 | 80.0 | 0.0 | 51.31 |
cluster radii:
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
average | 2.17 | 5.02 | 3.65 | 4.82 | 4.41 | 4.30 | 5.52 | 5.99 | 6.35 | 5.36 | 2.32 | 6.22 | 3.62 | 4.35 | 2.45 | 6.08 |
maximum | 62.62 | 15.31 | 48.06 | 23.88 | 20.00 | 50.25 | 67.69 | 21.81 | 37.75 | 21.06 | 79.12 | 84.94 | 47.56 | 24.31 | 36.81 | 98.12 |
iteration | variance |
---|---|
0 | 486970667.91 |
1 | 130945699.96 |
2 | 56613250.12 |
3 | 47639129.09 |
4 | 44108869.75 |
5 | 38378141.78 |
6 | 33484331.95 |
7 | 30965675.77 |
8 | 29962975.43 |
9 | 29471585.81 |
10 | 29186208.44 |
11 | 29145604.82 |
12 | 29100254.28 |
13 | 29085577.73 |
14 | 29079115.23 |
15 | 29076652.30 |
16 | 29080028.64 |
17 | 29069203.31 |
18 | 29070082.90 |
19 | 29061650.21 |
20 | 29062163.39 |
21 | 29062163.39 |
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)