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

CONT_TBL

Contingency Table

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