ACC |
Accuracy |
ARSQ |
Adjusted coefficient of determination |
AUC |
Area under the curve |
BAC |
Balanced accuracy |
BER |
Balanced error rate |
Brier |
Brier score |
BrierScaled |
Brier scaled |
EXPVAR |
Explained variance |
F1 |
F1 measure |
FDR |
False discovery rate |
FN |
False negatives |
FNR |
False negative rate |
FP |
False positives |
FPR |
False positive rate |
GMEAN |
G-mean |
GPR |
Geometric mean of precision and recall. |
KAPPA |
Cohen's kappa |
KendallTau |
Kendall's tau |
listAllMeasures |
List all measures |
Logloss |
Logarithmic loss |
LSR |
Logarithmic Scoring Rule |
MAE |
Mean of absolute errors |
MAPE |
Mean absolute percentage error |
MCC |
Matthews correlation coefficient |
MEDAE |
Median of absolute errors |
MEDSE |
Median of squared errors |
MMCE |
Mean misclassification error |
MSE |
Mean of squared errors |
MSLE |
Mean squared logarithmic error |
multiclass.AU1P |
Weighted average 1 vs. 1 multiclass AUC |
multiclass.AU1U |
Average 1 vs. 1 multiclass AUC |
multiclass.AUNP |
Weighted average 1 vs. rest multiclass AUC |
multiclass.AUNU |
Average 1 vs. rest multiclass AUC |
multiclass.Brier |
Multiclass Brier score |
MultilabelACC |
Accuracy (multilabel) |
MultilabelF1 |
F1 measure (multilabel) |
MultilabelHamloss |
Hamming loss |
MultilabelPPV |
Positive predictive value (multilabel) |
MultilabelSubset01 |
Subset-0-1 loss |
MultilabelTPR |
TPR (multilabel) |
NPV |
Negative predictive value |
PPV |
Positive predictive value |
QSR |
Quadratic Scoring Rule |
RAE |
Relative absolute error |
RMSE |
Root mean squared error |
RMSLE |
Root mean squared logarithmic error |
RRSE |
Root relative squared error |
RSQ |
Coefficient of determination |
SAE |
Sum of absolute errors |
SpearmanRho |
Spearman's rho |
SSE |
Sum of squared errors |
SSR |
Spherical Scoring Rule |
TN |
True negatives |
TNR |
True negative rate |
TP |
True positives |
TPR |
True positive rate |
WKAPPA |
Mean quadratic weighted kappa |