Metalearning
Applications to Automated Machine Learning and Data Mining
Livre Ecrit par: Rijn, Jan N. van ; Soares, Carlos ; Vanschoren, Joaquin ; Brazdil, Pavel B. (1945-) ; Publié en: 2022
Edition:
Cham:
Springer
Langue:
Anglais
Collation:
Données textuelles
ISBN: 9783030670245
Thème
Informatique
Mots clés:
Metalearning
Automating Machine Learning (AutoML)
Machine learning
Artificial intelligence
algorithm selection
algorithm recommendation
algorithm configuration
hyperparameter optimization
automating the workflow/pipeline design
metalearning in ensemble construction
metalearning in deep neural networks
algorithm recommendation for data streams
