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. 2023 Jun 1;24:224. doi: 10.1186/s12859-023-05300-5

Table 9.

Model evaluation(l0CV)

Accuracy Recall F1 Index Kappa Precision MCC
XGBoost 0.883 0.843 0.859 0.724 0.958 0.747
REL 0.986 0.978 0.983 0.967 1.000 0.969
GD 0.924 0.917 0.915 0.830 0.893 0.833
ARS 0.986 0.984 0.985 0.970 1.000 0.981
Bagging 0.908 0.888 0.897 0.796 0.937 0.803
Boosting 0.982 0.976 0.982 0.961 0.967 0.962
My model 0.981 0.984 0.980 0.962 0.977 0.965