Verification scoresΒΆ
The Optimizer has different verification scores implemented. The most often used for precipitation is the CRPS. The options are:
CRPSS (Continuous ranked probability skill score):
CRPSS
CRPS (Continuous ranked probability score):
CRPS
CRPS accuracy:
CRPSaccuracy
CRPS sharpness:
CRPSsharpness
CRPS reliability:
CRPSreliability
CRPS potential:
CRPSpotential
Absolute difference of the frequency of null values:
DF0
Proportion correct (contingency table):
PC
Threat score (contingency table):
TS
Bias (contingency table):
BIAS
False alarm ratio (contingency table):
FARA
Hit rate (contingency table):
H
False alarm rate (contingency table):
F
Heidke skill score (contingency table):
HSS
Pierce skill score (contingency table):
PSS
Gilbert skill score (contingency table):
GSS
Mean absolute error:
MAE
Mean squared error:
MSE
Root mean squared error:
RMSE
Brier score:
BS
Brier skill score:
BSS
Stable equitable error in probability space:
SEEPS
The Verification Rank Histogram (Talagrand Diagram):
RankHistogram
Reliability of the Verification Rank Histogram (Talagrand Diagram):
RankHistogramReliability