Verification scores¶
The Optimizer has different verification scores implemented:
- 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