Table 2.

The best 3 models for each performance metric, based on mean scores. A ranking of 1 signifies the highest score for a performance metric.

Model Ranking	AUROC	Weighted Recall	Weighted Precision	Weighted f1
1	Extra trees	Passive aggressive	SVM	Extra trees
2	Random forest	Perceptron	Random forest	MLP
3	Gradient boosting	MLP	Extra trees	Gradient boosting
Best ranking models: extra trees (7 points), random forest (4 points), MLP (3 points)