Metrics | Understandability | Analyzability | Maintainability | ||||||||||||||||||
Correctly | TP Rate | FP Rate | Precision | Recall | F-Measure | AUC | Correctly | TP Rate | FP Rate | Precision | Recall | F-Measure | AUC | Correctly | TP Rate | FP Rate | Precision | Recall | F-Measure | AUC | |
Genero | 62.96% | 0.63 | 0.10 | 0.57 | 0.63 | 0.60 | 0.80 | 66.67% | 0.67 | 0.10 | 0.63 | 0.67 | 0.65 | 0.72 | 55.56% | 0.56 | 0.12 | 0.52 | 0.56 | 0.54 | 0.68 |
Zhou | 55.56% | 0.56 | 0.15 | 0.45 | 0.56 | 0.49 | 0.74 | 51.85% | 0.52 | 0.14 | 0.47 | 0.52 | 0.49 | 0.77 | 55.56% | 0.56 | 0.12 | 0.49 | 0.56 | 0.52 | 0.78 |
Yi | 51.85% | 0.52 | 0.14 | 0.46 | 0.52 | 0.48 | 0.73 | 55.56% | 0.56 | 0.13 | 0.52 | 0.56 | 0.53 | 0.76 | 62.96% | 0.63 | 0.11 | 0.57 | 0.63 | 0.59 | 0.75 |
EDCC | 59.26% | 0.59 | 0.13 | 0.49 | 0.59 | 0.53 | 0.74 | 51.85% | 0.52 | 0.14 | 0.47 | 0.52 | 0.49 | 0.76 | 55.56% | 0.56 | 0.12 | 0.49 | 0.56 | 0.52 | 0.78 |
Wu | 51.85% | 0.52 | 0.17 | 0.43 | 0.52 | 0.47 | 0.66 | 33.33% | 0.33 | 0.19 | 0.34 | 0.33 | 0.33 | 0.58 | 37.04% | 0.37 | 0.19 | 0.33 | 0.37 | 0.34 | 0.60 |
UMLDMCN | 59.26% | 0.59 | 0.15 | 0.46 | 0.59 | 0.52 | 0.64 | 29.63% | 0.30 | 0.22 | 0.25 | 0.30 | 0.27 | 0.64 | 29.63% | 0.30 | 0.21 | 0.25 | 0.30 | 0.27 | 0.58 |