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. 2023 Feb 2;18(2):e0281179. doi: 10.1371/journal.pone.0281179

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