Table 2. Machine learning predictions: Averaged accuracy of 20-fold cross validation.
Utterances (number) | Model | Accuracy |
---|---|---|
All (1497) | SVM | 0.576 ± 0.013 |
XGBoost | 0.566 ± 0.013 | |
Transcribed (737) | SVM | 0.597 ± 0.018 |
XGBoost | 0.580 ± 0.018 | |
Written (760) | SVM | 0.603 ± 0.018 |
XGBoost | 0.531 ± 0.018 |