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. 2022 Feb 18;17(2):e0263790. doi: 10.1371/journal.pone.0263790

Table 14. Comparison of machine learning algorithms model with one hot encoder, BoW and PCA on dataset 2.

Performance metrics BoW-PCA-SVM BoW-PCA-RF BoW-PCA-LDA BoW-PCA-QDA
Accuracy 0.619 0.652 0.504 0.344
Precision 0.622 0.681 0.671 0.446
Recall 0.619 0.652 0.504 0.344
F1-score 0.598 0.621 0.397 0.19