Man pages for scoringutils
Utilities for Scoring and Assessing Predictions

abs_errorAbsolute Error
add_quantilesAdd Quantiles to Predictions When Summarising
add_rel_skill_to_eval_forecastsAdd relative skill to eval_forecasts()
add_sdAdd Standard Deviation to Predictions When Summarising
ae_median_quantileAbsolute Error of the Median (Quantile-based Version)
ae_median_sampleAbsolute Error of the Median (Sample-based Version)
biasDetermines bias of forecasts
binary_example_dataBinary Forecast Example Data
brier_scoreBrier Score
check_equal_lengthCheck Length
check_not_nullCheck Variable is not NULL
compare_two_modelsCompare Two Models Based on Subset of Common Forecasts
continuous_example_dataContinuous Forecast Example Data
correlation_plotPlot Correlation Between Metrics
crpsRanked Probability Score
delete_columnsDelete Columns From a Data.table
dssDawid-Sebastiani Score
eval_forecastsEvaluate forecasts
eval_forecasts_binaryEvaluate forecasts in a Binary Format
eval_forecasts_sampleEvaluate forecasts in a Sample-Based Format (Integer or...
example_quantile_forecasts_onlyQuantile Example Data - Forecasts only
example_truth_data_onlyTruth data only
extract_from_listExtract Elements From a List of Lists
geom_mean_helperCalculate Geometric Mean
hist_PITPIT Histogram
hist_PIT_quantilePIT Histogram Quantile
integer_example_dataInteger Forecast Example Data
interval_coveragePlot Interval Coverage
interval_scoreInterval Score
logsLogS
merge_pred_and_obsMerge Forecast Data And Observations
mseMean Squared Error
pairwise_comparisonDo Pairwise Comparisons of Scores
pairwise_comparison_one_groupDo Pairwise Comparison for one Set of Forecasts
pitProbability Integral Transformation
pit_dfProbability Integral Transformation (data.frame Format)
pit_df_fastProbability Integral Transformation (data.frame Format, fast...
plot_pairwise_comparisonPlot Heatmap of Pairwise Comparisons
plot_predictionsPlot Predictions vs True Values
quantile_biasDetermines Bias of Quantile Forecasts
quantile_coveragePlot Quantile Coverage
quantile_example_dataQuantile Example Data
quantile_to_longPivot Range Format Forecasts From Wide to Long Format
quantile_to_rangeChange Data from a Plain Quantile Format to a Long Range...
quantile_to_range_longChange Data from a Plain Quantile Format to a Long Range...
quantile_to_widePivot Range Format Forecasts From Long to Wide Format
range_example_data_longRange Forecast Example Data (Long Format)
range_example_data_semi_wideRange Forecast Example Data (Semi-Wide Format)
range_example_data_wideRange Forecast Example Data (Wide Format)
range_long_to_quantileChange Data from a Range Format to a Quantile Format
range_long_to_widePivot Range Format Forecasts From Long to Wide Format
range_plotPlot Metrics by Range of the Prediction Interval
range_to_quantilePivot Change Data from a Range Format to a Quantile Format
range_wide_to_longPivot Range Format Forecasts From Wide to Long Format
sample_to_quantileChange Data from a Sample Based Format to a Quantile Format
sample_to_rangeChange Data from a Sample Based Format to a Long Interval...
sample_to_range_longChange Data from a Sample Based Format to a Long Interval...
score_heatmapCreate a Heatmap of a Scoring Metric
score_tablePlot Coloured Score Table
scoringutilsscoringutils
sharpnessDetermines sharpness of a probabilistic forecast
show_avail_forecastsVisualise Where Forecasts Are Available
update_listUpdate a List
wis_componentsPlot Contributions to the Weighted Interval Score
scoringutils documentation built on July 21, 2021, 5:06 p.m.