Open Access

Table 1

Area under the ROC curve for the best model of each algorithm, sorted in descending order of performance.

Model AUC
XGBoost 0.9978
LightGBM 0.9975
Histogram Gradient Boosting 0.9974
Random Forest 0.9957
Decision Tree 0.9554

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