Table 1 Comparison between ND-FDBLD and FDBLD with respect to error rate, precision, and recall.
From: An improved border detection in dermoscopy images for density based clustering
Img.ID | ND-FDBLD | FDBLD | Img.ID | ND-FDBLD | FDBLD | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | B. Err. | Pre. | Rec. | B. Err. | Pre. | Rec. | Â | B. Err. | Pre. | Rec. | B. Err. | Pre. | Rec. |
1 | 0.05 | 0.96 | 0.99 | 0.03 | 1.00 | 0.88 | 51 | 0.09 | 1.00 | 0.91 | 0.03 | 1.00 | 0.93 |
2 | 0.08 | 0.92 | 0.98 | 0.02 | 0.94 | 0.86 | 52 | 0.08 | 1.00 | 0.92 | 0.05 | 1.00 | 0.83 |
3 | 0.08 | 0.96 | 0.96 | 0.09 | 0.89 | 0.76 | 53 | 0.04 | 1.00 | 0.96 | 0.02 | 0.99 | 0.90 |
4 | 0.04 | 0.97 | 1.00 | 0.08 | 0.98 | 0.79 | 54 | 0.04 | 0.97 | 1.00 | 0.09 | 1.00 | 0.73 |
5 | 0.06 | 0.95 | 0.99 | 0.04 | 1.00 | 0.76 | 55 | 0.05 | 0.96 | 1.00 | 0.08 | 1.00 | 0.75 |
6 | 0.04 | 0.98 | 0.98 | 0.05 | 0.98 | 0.86 | 56 | 0.03 | 0.99 | 0.97 | 0.05 | 1.00 | 0.81 |
7 | 0.06 | 0.95 | 0.99 | 0.08 | 0.93 | 0.87 | 57 | 0.05 | 1.00 | 0.95 | 0.06 | 1.00 | 0.83 |
8 | 0.04 | 0.96 | 1.00 | 0.05 | 0.89 | 0.85 | 58 | 0.03 | 1.00 | 0.97 | 0.05 | 1.00 | 0.83 |
9 | 0.04 | 0.97 | 0.98 | 0.06 | 1.00 | 0.84 | 59 | 0.05 | 1.00 | 0.95 | 0.01 | 1.00 | 0.96 |
10 | 0.06 | 0.94 | 1.00 | 0.06 | 1.00 | 0.86 | 60 | 0.05 | 0.98 | 0.97 | 0.03 | 1.00 | 0.91 |
11 | 0.10 | 0.91 | 1.00 | 0.04 | 1.00 | 0.84 | 61 | 0.06 | 0.95 | 1.00 | 0.14 | 1.00 | 0.62 |
12 | 0.03 | 0.98 | 1.00 | 0.04 | 0.96 | 0.89 | 62 | 0.03 | 0.99 | 0.98 | 0.07 | 1.00 | 0.81 |
13 | 0.04 | 0.96 | 1.00 | 0.03 | 1.00 | 0.88 | 63 | 0.02 | 0.98 | 0.99 | 0.06 | 1.00 | 0.81 |
14 | 0.08 | 0.93 | 1.00 | 0.03 | 1.00 | 0.85 | 64 | 0.03 | 1.00 | 0.97 | 0.03 | 1.00 | 0.81 |
15 | 0.02 | 0.98 | 0.99 | 0.02 | 1.00 | 0.93 | 65 | 0.01 | 1.00 | 0.99 | 0.01 | 1.00 | 0.92 |
16 | 0.01 | 1.00 | 0.99 | 0.01 | 0.99 | 0.94 | 66 | 0.02 | 0.99 | 1.00 | 0.05 | 0.90 | 0.80 |
17 | 0.06 | 0.94 | 1.00 | 0.08 | 1.00 | 0.57 | 67 | 0.03 | 0.97 | 1.00 | 0.05 | 1.00 | 0.77 |
18 | 0.06 | 0.96 | 0.98 | 0.11 | 1.00 | 0.68 | 68 | 0.02 | 0.98 | 1.00 | 0.04 | 1.00 | 0.81 |
19 | 0.13 | 0.89 | 1.00 | 0.13 | 1.00 | 0.72 | 69 | 0.01 | 1.00 | 0.99 | 0.01 | 1.00 | 0.90 |
20 | 0.02 | 1.00 | 0.98 | 0.05 | 1.00 | 0.71 | 70 | 0.03 | 1.00 | 0.97 | 0.02 | 1.00 | 0.80 |
21 | 0.03 | 0.99 | 0.98 | 0.05 | 1.00 | 0.80 | 71 | 0.03 | 0.98 | 0.99 | 0.06 | 1.00 | 0.68 |
22 | 0.01 | 0.99 | 0.99 | 0.04 | 1.00 | 0.76 | 72 | 0.04 | 0.96 | 1.00 | 0.10 | 1.00 | 0.68 |
23 | 0.02 | 0.99 | 0.99 | 0.04 | 1.00 | 0.85 | 73 | 0.05 | 0.99 | 0.96 | 0.05 | 0.94 | 0.77 |
24 | 0.02 | 0.98 | 1.00 | 0.06 | 1.00 | 0.71 | 74 | 0.01 | 0.99 | 1.00 | 0.02 | 0.99 | 0.85 |
25 | 0.03 | 1.00 | 0.97 | 0.05 | 1.00 | 0.87 | 75 | 0.07 | 0.94 | 1.00 | 0.08 | 1.00 | 0.65 |
26 | 0.04 | 1.00 | 0.97 | 0.05 | 1.00 | 0.85 | 76 | 0.40 | 0.72 | 1.00 | 0.11 | 1.00 | 0.71 |
27 | 0.04 | 0.97 | 0.98 | 0.07 | 1.00 | 0.82 | 77 | 0.01 | 0.99 | 1.00 | 0.03 | 1.00 | 0.73 |
28 | 0.03 | 0.99 | 0.99 | 0.06 | 1.00 | 0.82 | 78 | 0.11 | 0.90 | 1.00 | 0.13 | 1.00 | 0.62 |
29 | 0.05 | 0.96 | 0.99 | 0.07 | 1.00 | 0.76 | 79 | 0.14 | 0.88 | 1.00 | 0.12 | 1.00 | 0.69 |
30 | 0.02 | 0.98 | 1.00 | 0.05 | 1.00 | 0.80 | 80 | 0.04 | 0.96 | 1.00 | 0.07 | 1.00 | 0.63 |
31 | 0.33 | 0.75 | 1.00 | 0.33 | 1.00 | 0.52 | 81 | 0.01 | 1.00 | 1.00 | 0.02 | 1.00 | 0.61 |
32 | 0.04 | 0.96 | 1.00 | 0.08 | 1.00 | 0.76 | 82 | 0.14 | 0.88 | 1.00 | 0.12 | 1.00 | 0.74 |
33 | 0.06 | 0.94 | 1.00 | 0.06 | 1.00 | 0.70 | 83 | 0.05 | 0.96 | 1.00 | 0.11 | 1.00 | 0.52 |
34 | 0.04 | 0.97 | 0.99 | 0.08 | 1.00 | 0.79 | 84 | 0.01 | 0.99 | 1.00 | 0.03 | 1.00 | 0.78 |
35 | 0.05 | 0.98 | 0.97 | 0.06 | 1.00 | 0.83 | 85 | 0.04 | 0.97 | 0.99 | 0.08 | 1.00 | 0.76 |
36 | 0.11 | 0.90 | 1.00 | 0.07 | 1.00 | 0.77 | 86 | 0.05 | 0.98 | 0.97 | 0.09 | 0.98 | 0.76 |
37 | 0.03 | 0.98 | 1.00 | 0.09 | 1.00 | 0.80 | 87 | 0.03 | 0.98 | 0.99 | 0.07 | 1.00 | 0.73 |
38 | 0.04 | 0.96 | 1.00 | 0.02 | 0.99 | 0.90 | 88 | 0.02 | 0.98 | 1.00 | 0.06 | 1.00 | 0.55 |
39 | 0.03 | 0.98 | 0.99 | 0.03 | 1.00 | 0.90 | 89 | 0.03 | 0.99 | 0.98 | 0.04 | 0.89 | 0.90 |
40 | 0.01 | 1.00 | 0.99 | 0.02 | 1.00 | 0.92 | 90 | 0.07 | 0.95 | 0.98 | 0.17 | 1.00 | 0.55 |
41 | 0.03 | 0.99 | 0.97 | 0.05 | 1.00 | 0.82 | 91 | 0.03 | 0.97 | 1.00 | 0.08 | 1.00 | 0.61 |
42 | 0.02 | 1.00 | 0.98 | 0.03 | 1.00 | 0.88 | 92 | 0.06 | 0.97 | 0.98 | 0.05 | 1.00 | 0.88 |
43 | 0.02 | 1.00 | 0.98 | 0.06 | 1.00 | 0.76 | 93 | 0.02 | 0.98 | 1.00 | 0.02 | 1.00 | 0.90 |
44 | 0.04 | 1.00 | 0.96 | 0.02 | 1.00 | 0.86 | 94 | 0.06 | 0.96 | 0.98 | 0.15 | 1.00 | 0.65 |
45 | 0.01 | 0.99 | 1.00 | 0.04 | 1.00 | 0.82 | 95 | 0.01 | 1.00 | 0.99 | 0.03 | 1.00 | 0.66 |
46 | 0.04 | 0.96 | 1.00 | 0.08 | 1.00 | 0.73 | 96 | 0.06 | 0.98 | 0.96 | 0.09 | 1.00 | 0.74 |
47 | 0.02 | 1.00 | 0.98 | 0.03 | 1.00 | 0.85 | 97 | 0.31 | 0.76 | 1.00 | 0.23 | 1.00 | 0.65 |
48 | 0.04 | 0.97 | 1.00 | 0.08 | 1.00 | 0.73 | 98 | 0.04 | 0.96 | 0.99 | 0.05 | 1.00 | 0.83 |
49 | 0.05 | 0.96 | 1.00 | 0.15 | 1.00 | 0.73 | 99 | 0.05 | 0.95 | 1.00 | 0.12 | 1.00 | 0.64 |
50 | 0.01 | 0.99 | 1.00 | 0.04 | 1.00 | 0.83 | 100 | 0.03 | 0.97 | 1.00 | 0.03 | 1.00 | 0.70 |