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. 2023 Nov 9;9:e1603. doi: 10.7717/peerj-cs.1603

Table 6. Multi-class classification results comparison using Gradient Boost.

Performance metric Benchmark MIAS_TS
Lash & Zhao (2016) Gao et al. (2019) Ahmed, Waqas & Afzal (2020)
Accuracy 0.804 0.841 0.567 0.924
Precision 0.810 0.843 0.579 0.926
Recall 0.805 0.841 0.567 0.927
AUC 0.856 0.879 0.663 0.944
F1-Score 0.810 0.843 0.567 0.926