Robust Accuracy-Level Metrics for Predictive Model Evaluation


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Documentation for package ‘accuracylevel’ version 0.1.0

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absolute_error Calculate Absolute Error
absolute_percentage_error Calculate Absolute Percentage Error
accuracy_level Compute Accuracy-Level Metrics
accuracy_level_metrics Full Accuracy-Level Metrics for yardstick
accuracy_level_metrics.data.frame Full Accuracy-Level Metrics for yardstick
al_compare_forecasts Compare Multiple Forecast Models
al_extended_accuracy Extended Forecast Accuracy Summary
al_forecast_accuracy Accuracy-Level Metrics for Forecast Objects
al_forecast_accuracy.default Accuracy-Level Metrics for Forecast Objects
al_forecast_accuracy.forecast Accuracy-Level Metrics for Forecast Objects
al_metric_set Create Metric Set for tidymodels
al_tsCV Time Series Cross-Validation with Accuracy-Level Metrics
auto_threshold Automatic Threshold Selection
cae Counted Absolute Error (CAE)
cae_l1 CAE Level 1 Metric for yardstick
cae_l1.data.frame CAE Level 1 Metric for yardstick
calculate_threshold Calculate Error Thresholds from a Baseline Model
cape Counted Absolute Percentage Error (CAPE)
cape_l1 CAPE Level 1 Metric for yardstick
cape_l1.data.frame CAPE Level 1 Metric for yardstick
caret_single_metric Create Single Metric caret Summary
caret_summary Create Custom caret Metrics
caret_summary_extended Create Extended caret Summary with All Levels
compare_all_metrics Compare All Metric Types
compare_models Compare Multiple Models
conventional_metrics Calculate Conventional Metrics
cse Counted Squared Error (CSE)
cse_l1 CSE Level 1 Metric for yardstick
cse_l1.data.frame CSE Level 1 Metric for yardstick
get_all_levels Get All Levels for a Metric
print.al_threshold Print Method for al_threshold Objects
robust_metrics Calculate Robust Metrics
scape Symmetric Counted Absolute Percentage Error (SCAPE)
scape_l1 SCAPE Level 1 Metric for yardstick
scape_l1.data.frame SCAPE Level 1 Metric for yardstick
squared_error Calculate Squared Error
symmetric_absolute_percentage_error Calculate Symmetric Absolute Percentage Error