modelimportance: Evaluating model importance within a multi-model ensemble in R1 days ago
Abstract | 1. Introduction | 2. Data | 2.1 Dependencies and related software | 2.2 Model output format | 2.3 Forecast data representation | 2.4 Oracle output data | 3. Method description and algorithms | 3.1 Comparison of weighting schemes in LASOMO | 4. Evaluating models with the model_importance() function | model_importance( ) | 5. S3 class and methods | 5.1 Print method | 5.2 Summary method | 5.3 Aggregate method | 6. Examples | 6.1 Example data | Evaluation using LOMO algorithm | Evaluation using LASOMO algorithm | 7. Computational complexity | 8. Implementation and availability | Summary and discussion | Acknowledgements | Appendix | Weights for subsets in LASOMO | References
