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. 2021 Apr 9;7:e475. doi: 10.7717/peerj-cs.475

Table 4. Performance of machine learning algorithms for model 2.

Accuracy % Precision % Recall % F1-score %
LR 65.42 60.67 60.22 59.14
KNN 64.57 56.85 56.91 56.85
SVML 64.64 65.75 64.64 63.54
SVMK 64.09 65.24 64.09 62.90
NB 62.08 57.93 57.46 55.66
DT 62.98 63.50 62.98 62.18
RF 63.54 63.91 63.54 62.92
XGBOOST 64.03 65.74 65.19 64.55