List all available performance metrics.
(metrics <- list_metrics()) metrics[metrics$Task == "Multiclass classification", ]
sh: 1: cannot create /dev/null: Permission denied Attaching package: ‘vip’ The following object is masked from ‘package:utils’: vi Metric Description Task 1 accuracy Classification accuracy Binary/multiclass classification 2 error Misclassification error Binary/multiclass classification 3 auc Area under (ROC) curve Binary classification 4 logloss Log loss Binary classification 5 mauc Multiclass area under (ROC) curve Multiclass classification 6 mae Mean absolute error Regression 7 mse Mean squared error Regression 8 r2 R squared Regression 9 rsquared R squared Regression 10 rmse Root mean squared error Regression 11 sse Sum of squared errors Regression Metric Description Task 5 mauc Multiclass area under (ROC) curve Multiclass classification
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