Table 3.
Results on the classification of normal and tumor cells for Experiment 1 and Experiment 2, which performs validation and testing on the same patient (inter-patient validation).
Group | Experiment | AUC | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|---|---|
Validation | Patient 1 | 0.88 (0.83, 0.93) | 80 (74, 85) | 80 (73, 86) | 80 (73, 87) |
Patient 2 | 0.91 (0.86, 0.95) | 82 (76, 88) | 85 (77, 91) | 80 (73, 87) | |
Average | 0.89 (0.85, 0.94) | 81 (75,87) | 82 (75, 89) | 80 (73,87 ) | |
Testing | Patient 1 | 0.87 (0.84, 0.90) | 80 (77, 83) | 80 (76, 84) | 80 (76, 84) |
Patient 2 | 0.94 (0.91, 0.96) | 87 (84, 90) | 86 (82, 90) | 89 (85, 93) | |
Average | 0.90 (0.88, 0.93) | 84 (80, 87) | 83 (78, 87) | 85 (81, 89) |