Table 3.
Computational efficiency across methods. Assessments of running time of the six compared methods when executed on different operating systems and on Google Colab
| Algorithm | MacOS Big Sur | Ubuntu 16.04 LTS | Windows 10 | CoLab (Ubuntu 18.04 LTS) |
|---|---|---|---|---|
| ADaM | 7 mins 38.23 s | 6 mins 30.88 s | 10 mins 36.56 s | 12 mins 19.95 s |
| CEN-tools | 10 mins 22.76 s | 12 mins 34.74 s | 15 mins 24.33 s | 15 mins 32.69 s |
| FiPer (average) | 4.93 s | 6.52 s | 6.67 s | 8.26 s |
| FiPer (AUC) | 5.77 s | 7.54 s | 7.83 s | 9.79 s |
| FiPer (fixed) | 4.78 s | 5.55 s | 5.76 s | 7.57 s |
| FiPer (slope) | 18.97 s | 24.07 s | 29.39 s | 32.26 s |