initialization: hierarchical
spatial weighting factor: 100 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3456 | 1700 | 14366 | 3231 | 1387 | 3307 | 1407 | 987 | 2320 | 14878 | 17415 | 11330 | 4645 | 11080 | 3286 | 15761 |
Mean distances
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | average | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 64.9 | 15.9 | 78.2 | 19.3 | 50.6 | 40.3 | 83.1 | 53.5 | 30.9 | 59.3 | 1.0 | 13.1 | 20.9 | 21.7 | 25.5 | 38.55 |
| 1 | 64.9 | 0.0 | 80.8 | 13.2 | 45.6 | 14.3 | 24.6 | 18.1 | 11.4 | 95.8 | 124.3 | 63.9 | 78.0 | 85.8 | 43.2 | 39.4 | 53.58 |
| 2 | 15.9 | 80.8 | 0.0 | 94.1 | 35.2 | 66.5 | 56.2 | 99.0 | 69.5 | 15.0 | 43.4 | 16.9 | 2.8 | 5.0 | 37.6 | 41.5 | 45.30 |
| 3 | 78.2 | 13.2 | 94.1 | 0.0 | 58.9 | 27.6 | 37.9 | 4.9 | 24.6 | 109.1 | 137.5 | 77.1 | 91.3 | 99.1 | 56.5 | 52.6 | 64.16 |
| 4 | 19.3 | 45.6 | 35.2 | 58.9 | 0.0 | 31.3 | 21.0 | 63.8 | 34.3 | 50.2 | 78.6 | 18.3 | 32.4 | 40.2 | 2.4 | 6.3 | 35.84 |
| 5 | 50.6 | 14.3 | 66.5 | 27.6 | 31.3 | 0.0 | 10.3 | 32.5 | 3.0 | 81.5 | 109.9 | 49.6 | 63.7 | 71.5 | 28.9 | 25.1 | 44.42 |
| 6 | 40.3 | 24.6 | 56.2 | 37.9 | 21.0 | 10.3 | 0.0 | 42.8 | 13.3 | 71.2 | 99.6 | 39.3 | 53.4 | 61.2 | 18.6 | 14.7 | 40.29 |
| 7 | 83.1 | 18.1 | 99.0 | 4.9 | 63.8 | 32.5 | 42.8 | 0.0 | 29.5 | 114.0 | 142.4 | 82.0 | 96.2 | 104.0 | 61.4 | 57.5 | 68.75 |
| 8 | 53.5 | 11.4 | 69.5 | 24.6 | 34.3 | 3.0 | 13.3 | 29.5 | 0.0 | 84.4 | 112.9 | 52.5 | 66.7 | 74.5 | 31.9 | 28.0 | 45.99 |
| 9 | 30.9 | 95.8 | 15.0 | 109.1 | 50.2 | 81.5 | 71.2 | 114.0 | 84.4 | 0.0 | 28.4 | 31.9 | 17.8 | 10.0 | 52.6 | 56.4 | 56.61 |
| 10 | 59.3 | 124.3 | 43.4 | 137.5 | 78.6 | 109.9 | 99.6 | 142.4 | 112.9 | 28.4 | 0.0 | 60.4 | 46.2 | 38.4 | 81.0 | 84.9 | 83.15 |
| 11 | 1.0 | 63.9 | 16.9 | 77.1 | 18.3 | 49.6 | 39.3 | 82.0 | 52.5 | 31.9 | 60.4 | 0.0 | 14.1 | 21.9 | 20.7 | 24.5 | 38.28 |
| 12 | 13.1 | 78.0 | 2.8 | 91.3 | 32.4 | 63.7 | 53.4 | 96.2 | 66.7 | 17.8 | 46.2 | 14.1 | 0.0 | 7.8 | 34.8 | 38.6 | 43.80 |
| 13 | 20.9 | 85.8 | 5.0 | 99.1 | 40.2 | 71.5 | 61.2 | 104.0 | 74.5 | 10.0 | 38.4 | 21.9 | 7.8 | 0.0 | 42.6 | 46.5 | 48.63 |
| 14 | 21.7 | 43.2 | 37.6 | 56.5 | 2.4 | 28.9 | 18.6 | 61.4 | 31.9 | 52.6 | 81.0 | 20.7 | 34.8 | 42.6 | 0.0 | 3.9 | 35.84 |
| 15 | 25.5 | 39.4 | 41.5 | 52.6 | 6.3 | 25.1 | 14.7 | 57.5 | 28.0 | 56.4 | 84.9 | 24.5 | 38.6 | 46.5 | 3.9 | 0.0 | 36.36 |
cluster radii:
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| average | 22.50 | 24.26 | 19.96 | 16.17 | 25.72 | 19.02 | 22.81 | 27.08 | 20.18 | 18.77 | 19.45 | 15.86 | 19.09 | 17.72 | 20.31 | 19.60 |
| maximum | 175.62 | 143.81 | 179.19 | 323.81 | 157.38 | 332.56 | 160.00 | 264.12 | 117.62 | 191.06 | 280.75 | 199.06 | 287.12 | 257.94 | 288.06 | 227.81 |
| iteration | variance |
|---|---|
| 0 | 26597846.87 |
| 1 | 35695175.40 |
| 2 | 57145586.38 |
| 3 | 66627365.29 |
| 4 | 63779163.89 |
| 5 | 60983971.19 |
| 6 | 60032270.52 |
| 7 | 59605076.79 |
| 8 | 62674979.56 |
| 9 | 61052113.43 |
| 10 | 59091052.74 |
| 11 | 58308831.66 |
| 12 | 57821444.61 |
| 13 | 57438524.03 |
| 14 | 57232812.83 |
| 15 | 57080730.36 |
| 16 | 57031803.54 |
| 17 | 56999336.82 |
| 18 | 56956704.24 |
| 19 | 56989428.93 |
| 20 | 57024848.24 |
| 21 | 57015976.60 |
| 22 | 57041689.33 |
| 23 | 57030828.39 |
| 24 | 56993696.50 |
| 25 | 56952036.11 |
| 26 | 56949240.17 |
| 27 | 56949790.74 |
| 28 | 56910384.46 |
| 29 | 56908687.59 |
| 30 | 56858309.95 |
| 31 | 56820764.71 |
| 32 | 56780871.44 |
| 33 | 56710394.80 |
| 34 | 56675778.55 |
| 35 | 56629183.51 |
| 36 | 56616362.44 |
| 37 | 56568938.07 |
| 38 | 56521279.18 |
| 39 | 56498048.13 |
| 40 | 56475831.57 |
| 41 | 56447616.40 |
| 42 | 56422565.84 |
| 43 | 56387426.41 |
| 44 | 56378262.27 |
| 45 | 56356280.33 |
| 46 | 56331839.59 |
| 47 | 56300913.85 |
| 48 | 56283500.77 |
| 49 | 56275484.41 |
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)