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