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Metalearning

This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on oth...

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Kaydedildi:
Asıl Yazarlar: Brazdil, Pavel, van Rijn, Jan N., Soares, Carlos, Vanschoren, Joaquin
Materyal Türü: Online
Dil:İngilizce
Baskı/Yayın Bilgisi: Springer Nature 2022
Konular:
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
transfer learning
algorithm recommendation for data streams
automating data science
Open Access
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
Online Erişim:ONIX_20220314_9783030670245_34
Etiketler: Etiketle
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Internet

ONIX_20220314_9783030670245_34

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