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. 2022 Jul 21;152(1):580–590. doi: 10.1121/10.0012734

TABLE IV.

Performance of Spectral+Temporal model with different classifiers in terms of accuracy.

Classifier ALS-DB PD-DB VD-DB
SVM 95.1 ± 8.8 97.9 ± 4.7 73.0 ± 8.9
Naive Bayes 93.2 ± 10.0 76.2 ± 17.0 59.2 ± 10.3
Neural network 94.1 ± 9.6 90.1 ± 9.5 55.4 ± 16.2
Tree 91.5 ± 11.5 84.4 ± 9.4 57.5 ± 13.1
Random forest 94.5 ± 9.3 92.1 ± 7.6 62.3 ± 10.3