Table 5.
Summary of statistics (percentiles) of the performance metrics of the spindle detection algorithms for the DREAMS and MASS databases.
| Sensitivity (%) | Specificity (%) | FDR (%) | Weighted Cohen kappa | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 25 | 50 | 75 | 95 | 5 | 25 | 50 | 75 | 95 | 5 | 25 | 50 | 75 | 95 | 5 | 25 | 50 | 75 | 95 | |
| a1 | 27.8 | 43.1 | 54.9 | 72.8 | 78.6 | 79.1 | 80.3 | 82.8 | 84.5 | 85.2 | 72.3 | 79.6 | 90 | 92.1 | 98.6 | 0.06 | 0.27 | 0.36 | 0.51 | 0.64 |
| 54.1 | 60.8 | 65.3 | 69.3 | 80.84 | 82.1 | 83.7 | 85.3 | 86.4 | 88.4 | 66.3 | 76.3 | 80.6 | 90.9 | 97.7 | 0.22 | 0.43 | 0.49 | 0.54 | 0.63 | |
| a2 | 3.9 | 9.9 | 12.6 | 18.6 | 29.1 | 98.8 | 99.0 | 99.3 | 99.6 | 100 | 0 | 24.8 | 48.3 | 76.4 | 87.0 | 0.05 | 0.13 | 0.15 | 0.23 | 0.32 |
| 10.9 | 13.0 | 14.6 | 17.5 | 30.1 | 98.9 | 98.9 | 99.2 | 99.4 | 99.6 | 33.8 | 41.8 | 43.9 | 64.2 | 67.0 | 0.12 | 0.15 | 0.18 | 0.20 | 0.39 | |
| a3 | 42.2 | 71.9 | 81.1 | 89.1 | 95.1 | 39 | 76.5 | 88.8 | 91.9 | 97.6 | 44.2 | 61.3 | 80 | 92.7 | 96.7 | 0.08 | 0.43 | 0.58 | 0.75 | 0.81 |
| 34.5 | 58.1 | 81.7 | 88.8 | 91.6 | 39.4 | 64.2 | 83.9 | 93.4 | 97.0 | 35.8 | 58.7 | 76.8 | 96 | 98.7 | 0 | 0.10 | 0.62 | 0.75 | 0.82 | |
| a4 | 32.8 | 48.4 | 62.1 | 66.0 | 77.3 | 94.3 | 96.1 | 97.6 | 98.4 | 98.6 | 23.1 | 30.4 | 49.2 | 77.5 | 87.6 | 0.36 | 0.49 | 0.61 | 0.69 | 0.77 |
| 41.2 | 56.2 | 64.8 | 77.6 | 96.2 | 95.7 | 97.2 | 97.6 | 98.2 | 98.7 | 23.5 | 33.2 | 43.7 | 64.4 | 88.5 | 0.40 | 0.58 | 0.68 | 0.73 | 0.82 | |
| a5 | 12.5 | 23.4 | 48.7 | 59.9 | 84.4 | 96.1 | 96.2 | 97.9 | 99.4 | 99.8 | 19.0 | 23.7 | 45.7 | 75.6 | 83.9 | 0.13 | 0.26 | 0.54 | 0.61 | 0.81 |
| 3.5 | 24.7 | 39.6 | 48.8 | 91.4 | 97.1 | 98.5 | 98.9 | 99.5 | 99.7 | 20.6 | 29.8 | 39.7 | 58.8 | 82.0 | 0.040 | 0.35 | 0.43 | 0.54 | 0.78 | |
| a6 | 45.3 | 75.0 | 80.3 | 82.5 | 85.7 | 67.0 | 80.8 | 86.8 | 89.1 | 92.5 | 57.2 | 65.9 | 87.6 | 89.8 | 96.1 | 0.32 | 0.40 | 0.55 | 0.70 | 0.75 |
| 52.4 | 69.8 | 72.7 | 76.0 | 92.79 | 76.7 | 85.9 | 92.8 | 95.2 | 97.4 | 45.7 | 55.6 | 66.1 | 80.7 | 97.0 | 0.23 | 0.60 | 0.65 | 0.69 | 0.74 | |
| a7 | 65.6 | 68.8 | 75.2 | 82.5 | 88.9 | 78.1 | 90.4 | 94.3 | 95.1 | 97.3 | 37.1 | 47.7 | 69.5 | 85.5 | 91.2 | 0.46 | 0.60 | 0.69 | 0.72 | 0.80 |
| 64.7 | 80.1 | 86.3 | 89.6 | 92.9 | 83.6 | 88.1 | 90.1 | 94.1 | 95.9 | 51.3 | 81.1 | 85.7 | 90.6 | 92.3 | 0.49 | 0.60 | 0.64 | 0.70 | 0.74 | |
| a8 | 68.8 | 79.2 | 82.8 | 88.5 | 96.1 | 55.7 | 71.8 | 77.1 | 79.8 | 86.6 | 68.6 | 75.6 | 89.1 | 93.9 | 96.9 | 0.26 | 0.29 | 0.50 | 0.70 | 0.74 |
| 65.1 | 72.7 | 79.3 | 82.2 | 87 | 67.6 | 72.6 | 76.2 | 81.1 | 86.5 | 71.0 | 83.0 | 86.8 | 92.2 | 97.6 | 0.24 | 0.36 | 0.49 | 0.58 | 0.63 | |
The first row for each algorithm a1–a8 corresponds to the (5,25,50,75,95) percentiles in the DREAMS database, and the second row to the percentiles in the MASS database.