Table 1.
Observed | Predicted flight pattern | Total observation | Classification’s performance indicators | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Flight pattern | Linear soaring | Gliding | Thermal soaring | Spiral gliding | Slope soaring | Precision (%) | True positive rate (%) | True negative rate (%) | Accuracy (%) | Kappa | Overall accuracy (%) | |
Linear soaring | 41 | 0 | 7 | 0 | 6 | 54 | 83.67 | 75.92 | 97.56 | 92.73 | ||
Gliding | 0 | 81 | 0 | 12 | 11 | 104 | 88.04 | 77.88 | 90.04 | 88.74 | ||
Thermal soaring | 5 | 0 | 89 | 0 | 15 | 109 | 75.42 | 81.60 | 89.37 | 85.50 | ||
Spiral gliding | 3 | 0 | 0 | 16 | 4 | 23 | 34.78 | 69.56 | 91.64 | 87.86 | ||
Slope soaring | 0 | 11 | 22 | 18 | 41 | 92 | 53.24 | 44.56 | 87.58 | 75.41 | ||
Total predicated | 49 | 92 | 118 | 46 | 77 | 382 | 0.61 | 70.15 |
The columns and rows (left side) show the predicted and observed flight patterns, respectively. Numbers are representatives of segment. The numbers in bold are corresponding segments of each flight pattern which were correctly classified as positive. Summary statistics of the classification’s performance (right side) for all flight classes, overall performance of the classification