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. 2021 May 28;7:e540. doi: 10.7717/peerj-cs.540

Table 5. Performance comparison.

Parameters Methods
BLM FLM
DT NN MLP KNN RF FES ARIMA
Training time (seconds) 31 10.7 17.3 25 17.78 16 28 10.5
Accuracy 90.7 88.56 87.12 60.68 72.83 75.57 47.58 89.54
Precision 92.55 91.62 86.97 63.83 72.04 85.81 41.07 91.79
Recall 91.84 90.73 81.57 51.49 70.42 79.18 40.71 90.24
F1-Score 23.05 22.79 21.05 14.25 17.81 20.59 10.22 22.75
Data Loss 0.332 0.011 0.018 0.613 0.581 0.019 0.831 0.013