Table 6. Detailed comparison of the algorithm results for the Ground Truth data and the validation data.
Step Number & resulting classification | Ground Truth data | Validation data | abs. Δ of % | ||
---|---|---|---|---|---|
# | % | # | % | ||
1 — No changea | 0a | 0.00a | 0a | 0.00a | n/aa |
2 — Temporal correlation | 57 | 14.25 | 71 | 14.14 | 0.11 |
3 — No change | 126 | 31.50 | 158 | 31.47 | 0.03 |
4 — No change | 4 | 1.00 | 6 | 1.20 | 0.20 |
5 — Temporal correlation | 51 | 12.75 | 63 | 12.55 | 0.20 |
6 — Temporal correlation | 2 | 0.50 | 7 | 1.39 | 0.89 |
7 — No change | 20 | 5.00 | 23 | 4.58 | 0.42 |
8 — No change | 11 | 2.75 | 13 | 2.59 | 0.16 |
9 — Temporal correlation | 0 | 0.00 | 0 | 0.00 | 0.00 |
10 — Temporal correlation | 2 | 0.50 | 2 | 0.40 | 0.10 |
11 — No change | 0 | 0.00 | 1 | 0.20 | 0.20 |
12 — No change | 0 | 0.00 | 2 | 0.40 | 0.40 |
13 — Temporal correlation | 25 | 6.25 | 26 | 5.18 | 1.07 |
14 — No change | 6 | 1.50 | 9 | 1.79 | 0.29 |
15 — No assessment | 20 | 5.00 | 29 | 5.78 | 0.78 |
16 — No change | 10 | 2.50 | 10 | 1.99 | 0.51 |
17 — No assessment | 2 | 0.50 | 1 | 0.20 | 0.30 |
18 — Temporal correlation | 64 | 16.00 | 81 | 16.14 | 0.14 |
Notes.
The first step (“Preprocessing”) is disabled by default and was not considered for the calculation of statistics.