Search Results - "Algorithm"

Refine Results
  1. 2881
  2. 2882
  3. 2883
  4. 2884
  5. 2885
  6. 2886
  7. 2887
  8. 2888
  9. 2889
  10. 2890
  11. 2891
  12. 2892
  13. 2893
  14. 2894
  15. 2895
  16. 2896
  17. 2897
  18. 2898
  19. 2899

    Metalearning Applications to Automated Machine Learning and Data Mining / by Brazdil, Pavel, van Rijn, Jan N., Soares, Carlos, Vanschoren, Joaquin

    Published 2022
    Table of Contents: “…Introduction -- Part I, Basic Architecture of Metalearning and AutoML Systems -- Metalearning Approaches for Algorithm Selection I -- Evaluating Recommendations of Metalearning / AutoML Systems -- Metalearning Approaches for Algorithm Selection II -- Automating Machine Learning (AutoML) and Algorithm Configuration -- Dataset Characteristics (Metafeatures) -- Automating the Workflow / Pipeline Design -- Part II, Extending the Architecture of Metalearning and AutoML Systems -- Setting Up Configuration Spaces and Experiments -- Using Metalearning in the Construction of Ensembles -- Algorithm Recommendation for Data Streams -- Transfer of Metamodels Across Tasks -- Automating Data Science -- Automating the Design of Complex Systems -- Repositories of Experimental Results (OpenML) -- Learning from Metadata in Repositories.…”
    Link to Metadata
    Electronic eBook
  20. 2900