acc | Classification Accuracy |
ae | Absolute Error (per observation) |
ape | Absolute Percentage Error (per observation) |
auc | Area Under the ROC Curve |
bacc | Balanced Accuracy |
bbrier | Binary Brier Score |
bias | Bias |
binary_params | Binary Classification Parameters |
ce | Classification Error |
classif_params | Classification Parameters |
confusion_matrix | Calculate Binary Confusion Matrix |
dor | Diagnostic Odds Ratio |
fbeta | F-beta Score |
fdr | False Discovery Rate |
fn | False Negatives |
fnr | False Negative Rate |
fomr | False Omission Rate |
fp | False Positives |
fpr | False Positive Rate |
gmean | Geometric Mean of Recall and Specificity |
gpr | Geometric Mean of Precision and Recall |
jaccard | Jaccard Similarity Index |
ktau | Kendall's tau |
linex | Linear-Exponential Loss (per observation) |
logloss | Log Loss |
mae | Mean Absolute Error |
mape | Mean Absolute Percent Error |
mauc_aunu | Multiclass AUC Scores |
maxae | Max Absolute Error |
maxse | Max Squared Error |
mbrier | Multiclass Brier Score |
mcc | Matthews Correlation Coefficient |
measures | Measure Registry |
medae | Median Absolute Error |
medse | Median Squared Error |
mlr3measures-package | mlr3measures: Performance Measures for 'mlr3' |
mse | Mean Squared Error |
msle | Mean Squared Log Error |
npv | Negative Predictive Value |
pbias | Percent Bias |
phi | Phi Coefficient Similarity |
pinball | Average Pinball Loss |
ppv | Positive Predictive Value |
prauc | Area Under the Precision-Recall Curve |
rae | Relative Absolute Error |
regr_params | Regression Parameters |
rmse | Root Mean Squared Error |
rmsle | Root Mean Squared Log Error |
rrse | Root Relative Squared Error |
rse | Relative Squared Error |
rsq | R Squared |
sae | Sum of Absolute Errors |
se | Squared Error (per observation) |
similarity_params | Similarity Parameters |
sle | Squared Log Error (per observation) |
smape | Symmetric Mean Absolute Percent Error |
srho | Spearman's rho |
sse | Sum of Squared Errors |
tn | True Negatives |
tnr | True Negative Rate |
tp | True Positives |
tpr | True Positive Rate |
zero_one | Zero-One Classification Loss (per observation) |
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