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. Author manuscript; available in PMC: 2024 Sep 1.
Published in final edited form as: Artif Intell Med. 2023 Jul 17;143:102624. doi: 10.1016/j.artmed.2023.102624

Table 6.

Performance of the component of phonetic motor planning in identifying patients with ADRD

Algorithms Precision Recall F1-score AUC-ROC Accuracy
XGBoost 79.41 77.14 78.26 80.32 78.87
Random Forest 78.47 77.84 78.13 83.07 78.53
ExtraTrees 76.58 77.77 77.15 83.34 77.29
AdaBoost 73.73 74.285 74.01 77.22 74.27
SVM 70.27 74.28 72.22 82.31 71.83
Logistic Regression 68.42 74.28 71.23 75.55 70.42