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Scoring rules in scoringutils7 months ago
Introduction | Metrics for point forecasts | A note of caution | Absolute error | Squared error | Absolute percentage error | Binary forecasts | Brier score | Logarithmic score | Sample-based forecasts | CRPS | Overprediction, underprediction and dispersion | Log score | Dawid-Sebastiani score | Dispersion - Median Absolute Deviation (MAD) | Bias | Absolute error of the median | Squared error of the mean | Quantile-based forecasts | Weighted interval score (WIS) | Interval coverage | Interval coverage deviation | Quantile score | Additional metrics | Quantile coverage
Scoring multivariate forecasts7 months ago
Univariate forecasts | Multivariate forecasts | Multivariate point forecasts
Deprecated Visualisations8 months ago
Functions plot_predictions() and make_na() | Function plot_interval_ranges() (formerly plot_ranges()) | Function plot_score_table()
lopensemble1 years ago
Introduction | Usage | Load example data and split into train and test data | Get weights and create mixture | Score predictions | Methods | CRPS for one model and one single observation | CRPS for a mixture of all models and one single observation | Obtaining the weights that minimize CRPS | References
Deprecated functions2 years ago
merge_pred_and_obs()