Table 1 Precision (P), Recall (R) and F1-score for each diagnostic group (Sleep-Related Hypermotor Epilepsy (SHE), Disorders of Arousal (DOA), and REM Sleep Behavior Disorder (RBD)) in each split and overall
From: Automated video-based differentiation of sleep-related hypermotor epilepsy and parasomnia episodes
DOA | RBD | SHE | Accuracy | WILSON CI | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
P | R | F1 | P | R | F1 | P | R | F1 | |||
SPLIT1 | 78% | 88% | 82% | 100% | 75% | 86% | 89% | 100% | 94% | 88% | 69–96% |
SPLIT2 | 86% | 75% | 80% | 89% | 100% | 94% | 75% | 75% | 75% | 83% | 64–93% |
SPLIT3 | 75% | 75% | 75% | 71% | 62% | 67% | 89% | 100% | 94% | 79% | 59–91% |
OVERALL | 79% | 79% | 79% | 86% | 79% | 83% | 85% | 92% | 88% | 83% | 73–90% |
