Table 4.
Evaluation measures for the 20 cases in the test set.
Branch count | Branch detected (%) | Tree length (cm) | Tree length detected (%) | Leakage count | Leakage volume (mm3) | False positive rate (%) | |
---|---|---|---|---|---|---|---|
| |||||||
CASE21 | 98 | 49.2 | 54.8 | 49.6 | 6 | 18.9 | 0.28 |
CASE22 | 210 | 54.3 | 160.6 | 48.6 | 7 | 26.5 | 0.19 |
CASE23 | 189 | 66.5 | 134.2 | 51.6 | 8 | 8.9 | 0.07 |
CASE24 | 113 | 60.8 | 88.3 | 54.3 | 27 | 66.7 | 0.45 |
CASE25 | 122 | 52.1 | 96.2 | 38.2 | 4 | 21.1 | 0.15 |
CASE27 | 71 | 70.3 | 50.3 | 62.1 | 32 | 368.3 | 4.20 |
CASE28 | 72 | 58.5 | 49.3 | 44.9 | 0 | 0.0 | 0.00 |
CASE29 | 104 | 56.5 | 70.7 | 51.2 | 5 | 14.8 | 0.19 |
CASE30 | 98 | 50.3 | 67.7 | 44.3 | 1 | 4.3 | 0.06 |
CASE31 | 113 | 52.8 | 76.5 | 43.6 | 4 | 261.8 | 2.55 |
CASE32 | 106 | 45.5 | 85.5 | 39.2 | 4 | 130.0 | 1.15 |
CASE33 | 107 | 63.7 | 80.4 | 54.7 | 1 | 3.2 | 0.06 |
CASE34 | 280 | 61.1 | 188.8 | 52.8 | 13 | 42.8 | 0.21 |
CASE35 | 138 | 40.1 | 88.0 | 28.4 | 4 | 1.8 | 0.01 |
CASE36 | 114 | 31.3 | 115.1 | 27.9 | 0 | 0.0 | 0.00 |
CASE37 | 72 | 38.9 | 57.4 | 32.3 | 1 | 0.4 | <0.01 |
CASE38 | 40 | 40.8 | 29.6 | 44.6 | 2 | 10.1 | 0.17 |
CASE39 | 184 | 35.4 | 137.8 | 33.7 | 10 | 68.3 | 0.63 |
CASE40 | 214 | 55.0 | 170.0 | 43.9 | 35 | 1258.1 | 5.71 |
| |||||||
Mean | 128.7 | 51.7 | 94.8 | 44.5 | 8.6 | 121.3 | 0.85 |
Std. dev. | 60.3 | 10.8 | 44.7 | 9.4 | 10.7 | 292.2 | 1.59 |
| |||||||
Min | 40 | 31.3 | 29.6 | 27.9 | 0 | 0.0 | 0.00 |
1st quartile | 98 | 43.15 | 62.55 | 38.7 | 1.5 | 3.75 | 0.06 |
Median | 113 | 52.5 | 85.5 | 44.6 | 4 | 18.9 | 0.19 |
3rd quartile | 161 | 59.65 | 124.65 | 51.4 | 9 | 67.5 | 0.54 |
Max | 280 | 70.3 | 188.8 | 62.1 | 35 | 1258.1 | 5.71 |