Which of the Following Metrics Should a Machine Learning Specialist

Multiple Choice

Which of the following metrics should a Machine Learning Specialist generally use to compare/evaluate machine learning classification models against each other?

A) Recall
B) Misclassification rate
C) Mean absolute percentage error (MAPE)
D) Area Under the ROC Curve (AUC)