Table 4 Class-wise classification performance of random forest and XGBoost for three classes (expert, intermediate and novice).

From: Explainable machine learning using EMG and accelerometer sensor data quantifies surgical skill and identifies biomarkers of expertise

Class

Random Forest (F1-Score)

XGBoost (F1-Score)

Expert

0.78

0.78

Intermediate

0.68

0.69

Novice

0.69

0.71

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