Topic 1 Question 54
Which of the following metrics should a Machine Learning Specialist generally use to compare/evaluate machine learning classification models against each other?
Recall
Misclassification rate
Mean absolute percentage error (MAPE)
Area Under the ROC Curve (AUC)
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コメント(13)
RECALL IS ONE OF FACTOR IN CLASSIFY,
AUC IS MORE FACTORS TO COMPREHENSIVE JUDGEMENT https://docs.aws.amazon.com/zh_tw/machine-learning/latest/dg/cross-validation.html
ANSWER MIGHT BE D.
👍 35DonaldCMLIN2021/09/19Should be A. A is the only one that generally works for classifcation. AUC only works with binary classification.
👍 4Hypermasterd2021/10/05AUC/ROC work well with special case of Binary Classification not in general
👍 4harmanbirstudy2021/10/30
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