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Which of the following evaluation metrics can be used to evaluate a model with categorical output variable with more than two categories? ( check tree

Which of the following evaluation metrics can be used to evaluate a model with categorical
output variable with more than two categories? (check tree best answers)
sensitivity (true positive rate, recall)
deviance
cross-entropy
accuracy (proportion of correctly predicted outputs)
AUC and ROC
root mean squared error
specificity (true negative rate)
false positive rate
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