Metrics

For deterministic predictions

MAE

Mean Absolute Error

MARE

Mean Absolute Relative Error

MSE

Mean Square Error

RMSE

Root Mean Square Error

NSE

Nash-Sutcliffe Efficiency

KGE

Kling-Gupta Efficiency

KGE_D

Kling-Gupta Efficiency Decomposed

KGEPRIME

Modified Kling-Gupta Efficiency

KGEPRIME_D

Modified Kling-Gupta Efficiency Decomposed

KGENP

Non-Parametric Kling-Gupta Efficiency

KGENP_D

Non-Parametric Kling-Gupta Efficiency Decomposed

CONT_TBL

Contingency Table

For probabilistic predictions

BS

Brier Score

BSS

Brier Skill Score

BS_CRD

Calibration-Refinement Decomposition of the Brier Score

BS_LBD

Likelihood-Base rate Decomposition of the Brier Score

REL_DIAG

Reliability Diagram

CRPS_FROM_BS

Continuous Ranked Probability Score from Brier Scores

CRPS_FROM_ECDF

Continuous Ranked Probability Score from Empirical CDF

QS

Quantile Scores

CRPS_FROM_QS

Continuous Ranked Probability Score from Quantile Scores

POD

Probability Of Detection

POFD

Probability of False Detection

FAR

False Alarm Rate

CSI

Critical Success Index

ROCSS

Relative Operating Characteristic Skill Score

RANK_HIST

Rank Histogram

DS

Delta Score

AS

Alpha Score

CR

Coverage Ratio

AW

Average Width

AWN

Average Width Normalised

WS

Winkler Score

ES

Energy Score