Table 2 Overall accuracy of socialbit Algorithms.
Sensitivity | Specificity | Balanced Accuracy | AUC | |
|---|---|---|---|---|
AudioSet Speech | 0.83 ± 0.04 | 0.80 ± 0.01 | 0.82 ± 0.02 | 0.89 ± 0.02 |
AudioSet Conversation | 0.77 ± 0.06 | 0.57 ± 0.09 | 0.67 ± 0.02 | 0.73 ± 0.03 |
SocialBit LSTM | 0.84 ± 0.04 | 0.88 ± 0.03 | 0.86 ± 0.02 | 0.93 ± 0.02 |
SocialBit Transformer | 0.87 ± 0.04 | 0.88 ± 0.04 | 0.87 ± 0.02 | 0.94 ± 0.02 |
