Metrics
For deterministic predictions
Mean Absolute Error |
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Mean Absolute Relative Error |
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Mean Square Error |
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Root Mean Square Error |
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Nash-Sutcliffe Efficiency |
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Kling-Gupta Efficiency |
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Kling-Gupta Efficiency Decomposed |
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Modified Kling-Gupta Efficiency |
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Modified Kling-Gupta Efficiency Decomposed |
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Non-Parametric Kling-Gupta Efficiency |
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Non-Parametric Kling-Gupta Efficiency Decomposed |
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Contingency Table |
For probabilistic predictions
Brier Score |
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Brier Skill Score |
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Calibration-Refinement Decomposition of the Brier Score |
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Likelihood-Base rate Decomposition of the Brier Score |
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Reliability Diagram |
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Continuous Ranked Probability Score from Brier Scores |
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Continuous Ranked Probability Score from Empirical CDF |
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Quantile Scores |
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Continuous Ranked Probability Score from Quantile Scores |
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Contingency Table |
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Probability Of Detection |
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Probability of False Detection |
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False Alarm Rate |
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Critical Success Index |
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Relative Operating Characteristic Skill Score |
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Rank Histogram |
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Delta Score |
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Alpha Score |
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Coverage Ratio |
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Average Width |
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Average Width Normalised |
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Winkler Score |
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Energy Score |