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