It is possible that the resulting index maps don't correspond to the training set's indeces according to the data.xml file!
It leads to the wrong values of pixel-wise criteria as a result.
It leads to the wrong values of pixel-wise criteria as a result.
Benchmark - Colour [normal] CL | result by | yzan's Laws & Naive Bayes () |
set \ criterion | CS | OS | US | ME | NE | O | C | CA | CO | CC | I | II | EA | MS | RM | CI | GCE | LCE | BCE | GBCE | BGM | SC | SSC | VD | L | AVI | NVI | NMI | M | ARI | JC | DC | FMI | WI | WII | NBDE |
#3 - all | 96.44 | 0.00 | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 0.00 | 0.00 | 0.00 | 100.00 | 33.29 | 0.00 | -30.19 | 4.64 | 0.00 | 6.69 | 3.56 | 9.87 | 6.74 | 96.44 | 93.09 | 93.18 | 3.56 | 96.49 | 2.35 | 13.35 | 86.56 | 4.77 | 89.34 | 86.83 | 92.95 | 92.95 | 92.30 | 93.62 | 2.25 |
#4 - all | 92.51 | 0.00 | 0.00 | 0.00 | 0.00 | 99.80 | 99.85 | 0.64 | 1.18 | 1.35 | 98.82 | 30.53 | 1.26 | -37.23 | 6.41 | 1.26 | 12.72 | 7.23 | 18.68 | 13.18 | 92.51 | 86.04 | 86.71 | 7.49 | 91.90 | 4.17 | 18.75 | 80.75 | 6.84 | 82.55 | 77.35 | 87.23 | 87.23 | 86.39 | 88.07 | 3.20 |
#5 - all | 81.88 | 0.00 | 0.00 | 9.77 | 17.01 | 99.38 | 99.64 | 1.10 | 1.86 | 2.60 | 98.14 | 14.79 | 2.13 | -35.33 | 17.17 | 2.18 | 11.96 | 8.37 | 19.58 | 15.99 | 91.16 | 83.56 | 86.28 | 8.59 | 90.16 | 4.57 | 15.89 | 81.33 | 6.59 | 82.01 | 75.95 | 86.33 | 86.46 | 91.27 | 81.90 | 3.35 |
#6 - all | 20.91 | 0.00 | 0.00 | 74.62 | 75.31 | 97.28 | 97.43 | 2.98 | 5.97 | 10.03 | 94.03 | 12.20 | 5.64 | -26.96 | 17.69 | 6.71 | 44.34 | 36.58 | 53.43 | 45.67 | 62.81 | 50.59 | 51.33 | 31.48 | 69.79 | 13.44 | 46.79 | 46.55 | 24.21 | 34.58 | 33.88 | 50.61 | 50.61 | 50.78 | 50.45 | 12.11 |
#7 - all | 77.75 | 0.00 | 0.00 | 16.07 | 13.32 | 99.67 | 99.90 | 0.97 | 1.58 | 2.58 | 98.42 | 15.65 | 1.89 | -46.19 | 8.98 | 1.98 | 21.77 | 18.44 | 27.06 | 23.73 | 84.00 | 76.71 | 74.59 | 14.97 | 76.22 | 7.87 | 25.24 | 72.82 | 7.05 | 75.94 | 66.99 | 80.23 | 80.26 | 78.02 | 82.57 | 4.67 |
#8 - all | 7.78 | 0.00 | 0.00 | 91.99 | 91.11 | 98.88 | 98.40 | 3.46 | 7.81 | 9.58 | 92.19 | 13.01 | 6.23 | -32.05 | 8.75 | 7.05 | 42.22 | 39.20 | 54.96 | 51.94 | 61.27 | 51.66 | 48.45 | 34.89 | 65.39 | 14.95 | 44.86 | 51.36 | 16.66 | 39.04 | 32.32 | 48.85 | 49.15 | 43.99 | 54.92 | 8.10 |
#9 - all | 23.91 | 0.00 | 0.00 | 73.19 | 73.97 | 97.65 | 99.42 | 3.11 | 5.20 | 10.09 | 94.80 | 10.10 | 5.85 | -34.98 | 12.14 | 6.68 | 43.25 | 36.78 | 55.30 | 48.83 | 58.06 | 49.40 | 46.47 | 35.72 | 48.63 | 14.90 | 42.30 | 50.66 | 16.93 | 43.85 | 37.19 | 54.21 | 54.25 | 52.21 | 56.37 | 7.27 |
#10 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 99.05 | 98.07 | 2.45 | 6.57 | 3.91 | 93.43 | 10.96 | 4.58 | -39.91 | 8.00 | 4.89 | 47.51 | 37.92 | 66.27 | 56.68 | 52.29 | 38.46 | 41.23 | 39.86 | 55.02 | 17.36 | 47.04 | 48.59 | 16.80 | 30.78 | 25.12 | 40.15 | 40.90 | 33.72 | 49.61 | 7.38 |
#11 - all | 23.90 | 0.00 | 0.00 | 72.72 | 75.12 | 98.92 | 96.93 | 3.53 | 6.47 | 7.07 | 93.53 | 6.21 | 6.18 | -30.75 | 8.04 | 6.44 | 40.36 | 34.08 | 48.92 | 42.64 | 67.59 | 54.65 | 55.55 | 29.61 | 64.92 | 13.54 | 35.24 | 62.39 | 9.32 | 55.34 | 43.49 | 60.62 | 60.65 | 58.64 | 62.73 | 5.62 |
#12 - all | 7.83 | 0.00 | 24.73 | 65.21 | 59.94 | 99.95 | 99.91 | 2.34 | 3.91 | 8.18 | 96.09 | 9.71 | 4.31 | -40.21 | 9.69 | 5.10 | 38.04 | 30.95 | 55.13 | 48.04 | 66.92 | 55.68 | 50.92 | 29.11 | 54.46 | 15.12 | 37.96 | 55.45 | 13.38 | 48.34 | 38.83 | 55.94 | 56.82 | 47.58 | 67.87 | 6.30 |
#6 - bark | 55.28 | 0.00 | 0.00 | 35.33 | 39.15 | 87.74 | 95.63 | 6.83 | 12.87 | 12.64 | 87.13 | 11.43 | 11.66 | -27.97 | 13.76 | 12.16 | 34.60 | 31.91 | 39.36 | 36.67 | 72.17 | 60.84 | 62.75 | 25.99 | 68.50 | 11.01 | 38.34 | 58.00 | 13.04 | 61.65 | 53.82 | 69.98 | 69.98 | 70.61 | 69.35 | 7.12 |
#6 - flowers | 12.02 | 0.00 | 0.00 | 85.03 | 85.18 | 95.75 | 98.31 | 3.92 | 5.61 | 12.55 | 94.39 | 11.14 | 7.24 | -34.17 | 12.17 | 8.10 | 38.19 | 31.13 | 49.35 | 42.30 | 72.22 | 55.78 | 59.65 | 27.78 | 69.89 | 12.48 | 43.47 | 54.21 | 16.64 | 47.55 | 40.73 | 57.89 | 57.95 | 60.63 | 55.38 | 9.44 |
#6 - glass | 35.72 | 0.00 | 0.00 | 58.89 | 59.42 | 99.93 | 99.92 | 0.27 | 0.88 | 0.67 | 99.12 | 13.51 | 0.53 | -38.90 | 18.36 | 0.64 | 28.19 | 19.07 | 43.83 | 34.71 | 73.47 | 61.28 | 58.54 | 23.40 | 76.11 | 9.10 | 31.70 | 64.65 | 17.86 | 50.48 | 44.84 | 61.92 | 62.39 | 55.15 | 70.59 | 13.26 |
#6 - man-made | 60.26 | 0.00 | 0.00 | 35.64 | 37.45 | 99.56 | 99.44 | 0.58 | 0.94 | 1.75 | 99.06 | 18.14 | 1.15 | -35.29 | 8.63 | 1.24 | 23.30 | 16.38 | 30.60 | 23.68 | 82.01 | 71.81 | 74.09 | 17.99 | 77.94 | 7.62 | 26.53 | 71.63 | 8.88 | 72.79 | 64.43 | 78.37 | 78.37 | 77.80 | 78.95 | 5.63 |
#6 - nature | 24.99 | 0.00 | 0.00 | 73.88 | 69.57 | 97.95 | 97.51 | 0.74 | 2.03 | 3.40 | 97.97 | 17.80 | 1.46 | -39.05 | 23.98 | 1.96 | 28.63 | 17.70 | 58.59 | 47.66 | 54.25 | 45.27 | 43.80 | 30.51 | 60.01 | 11.58 | 40.33 | 50.68 | 31.50 | 27.86 | 31.29 | 47.67 | 49.91 | 67.71 | 36.78 | 13.00 |
#6 - plants | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 98.82 | 97.18 | 7.60 | 10.12 | 18.81 | 89.88 | 14.00 | 12.50 | -22.96 | 10.70 | 13.39 | 47.11 | 38.98 | 65.84 | 57.71 | 49.62 | 37.14 | 37.35 | 42.42 | 52.01 | 16.25 | 56.59 | 38.71 | 24.31 | 26.76 | 26.50 | 41.90 | 42.16 | 37.72 | 47.11 | 14.25 |
#6 - rock | 0.00 | 0.00 | 23.51 | 71.26 | 69.62 | 91.39 | 92.52 | 6.87 | 17.07 | 9.79 | 82.93 | 16.39 | 11.65 | -20.59 | 12.75 | 12.48 | 46.51 | 34.80 | 60.71 | 49.00 | 59.03 | 42.81 | 47.93 | 35.92 | 58.75 | 14.73 | 51.27 | 44.34 | 21.86 | 33.83 | 31.21 | 47.57 | 47.67 | 44.70 | 50.84 | 7.78 |
#6 - stone | 50.60 | 0.00 | 0.00 | 48.54 | 47.46 | 99.41 | 99.73 | 4.86 | 6.01 | 15.12 | 93.99 | 20.63 | 8.52 | -38.20 | 22.94 | 9.49 | 19.43 | 12.55 | 35.59 | 28.70 | 75.03 | 69.28 | 67.37 | 19.33 | 65.52 | 7.51 | 26.16 | 66.96 | 11.94 | 72.35 | 67.94 | 80.91 | 81.32 | 89.91 | 73.54 | 15.02 |
#6 - textile | 87.78 | 0.00 | 0.00 | 5.13 | 8.56 | 98.33 | 98.22 | 1.26 | 1.85 | 6.50 | 98.15 | 19.36 | 2.46 | -38.52 | 9.48 | 3.12 | 11.93 | 8.36 | 17.53 | 13.96 | 92.58 | 86.08 | 87.50 | 7.28 | 90.40 | 4.87 | 15.62 | 82.01 | 4.80 | 85.15 | 78.81 | 88.15 | 88.23 | 92.04 | 84.57 | 2.47 |
#6 - wood | 84.21 | 0.00 | 0.00 | 11.00 | 6.12 | 99.95 | 99.68 | 0.36 | 1.48 | 0.65 | 98.52 | 12.51 | 0.71 | -38.27 | 21.61 | 0.86 | 15.66 | 12.41 | 23.95 | 20.69 | 88.23 | 82.71 | 79.60 | 11.04 | 73.87 | 6.37 | 22.19 | 73.49 | 8.04 | 79.22 | 73.33 | 84.61 | 84.87 | 78.50 | 91.76 | 4.67 |
mean | 42.19 | 0.00 | 2.41 | 51.41 | 51.41 | 97.97 | 98.38 | 2.69 | 4.97 | 6.86 | 95.03 | 15.57 | 4.80 | -34.39 | 12.79 | 5.29 | 30.12 | 23.82 | 41.73 | 35.43 | 72.58 | 62.64 | 62.66 | 23.85 | 70.30 | 10.49 | 33.98 | 62.06 | 14.07 | 56.97 | 51.54 | 65.80 | 66.11 | 65.48 | 67.35 | 7.64 |
criterion | Graph |
correct | |
over | |
under | |
missed | |
noise | |
F-measure |
image | Texture mosaic (undegraded) | Ground truth | Segmentation |
#3 - all | |||
#4 - all | |||
#5 - all | |||
#6 - all | |||
#7 - all | |||
#8 - all | |||
#9 - all | |||
#10 - all | |||
#11 - all | |||
#12 - all | |||
#6 - bark | |||
#6 - flowers | |||
#6 - glass | |||
#6 - man-made | |||
#6 - nature | |||
#6 - plants | |||
#6 - rock | |||
#6 - stone | |||
#6 - textile | |||
#6 - wood |