TABLE 5.
Overall accuracies from the single‐metric and multi‐metric analyses, when SVM was used with the linear kernel
| Single‐metric | UteroCervix | CTVn | PAN | Bladder | Rectum | Kidneys |
|---|---|---|---|---|---|---|
| DSC | 0.82 | 0.87 | 0.87 | 0.88 | 0.88 | 0.94 |
| HD_100 | 0.78 | 0.72 | 0.71 | 0.85 | 0.75 | 0.86 |
| HD_95 | 0.77 | 0.76 | 0.66 | 0.87 | 0.76 | 0.91 |
| MSD | 0.87 | 0.88 | 0.85 | 0.91 | 0.89 | 0.95 |
| SDSC 1 mm | 0.91 | 0.90 | 0.83 | 0.89 | 0.94 | 0.93 |
| SDSC 2 mm | 0.89 | 0.90 | 0.86 | 0.91 | 0.94 | 0.97 |
| SDSC 3 mm | 0.88 | 0.88 | 0.89 | 0.92 | 0.92 | 0.96 |
| SDSC 4 mm | 0.89 | 0.88 | 0.87 | 0.91 | 0.91 | 0.95 |
| SDSC 5 mm | 0.88 | 0.88 | 0.87 | 0.89 | 0.89 | 0.94 |
| SDSC 7 mm | 0.85 | 0.87 | 0.87 | 0.89 | 0.86 | 0.92 |
| SDSC 10 mm | 0.80 | 0.79 | 0.83 | 0.86 | 0.78 | 0.86 |
| Multi‐metric | ||||||
|---|---|---|---|---|---|---|
| DSC + HD_100 | 0.82 | 0.87 | 0.86 | 0.86 | 0.88 | 0.94 |
| Three_SDSC | 0.89 | 0.89 | 0.87 | 0.91 | 0.94 | 0.97 |
| Five_SDSC | 0.89 | 0.88 | 0.87 | 0.92 | 0.95 | 0.97 |
| Four_metrics | 0.89 | 0.88 | 0.85 | 0.92 | 0.90 | 0.96 |
| Five_metrics | 0.90 | 0.88 | 0.87 | 0.92 | 0.95 | 0.97 |
| Seven_metrics | 0.89 | 0.87 | 0.87 | 0.92 | 0.95 | 0.97 |
| Nine_metrics | 0.89 | 0.87 | 0.88 | 0.92 | 0.95 | 0.97 |
| All_metrics | 0.88 | 0.88 | 0.86 | 0.92 | 0.94 | 0.97 |
Abbreviations: CTVn, nodal CTV; DSC, Dice similarity coefficient; HD, Hausdorff distance; MSD, mean surface distance; PAN, para‐aortic lymph nodes; SDSC, surface Dice similarity coefficient; SVM, support vector machine.