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Metalearning Applications to Automated Machine Learning and Data Mining

अन्य संस्करण दिखाएं (2)

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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखक: Brazdil, Pavel (auth)
अन्य लेखक: van Rijn, Jan N. (auth), Soares, Carlos (auth), Vanschoren, Joaquin (auth)
स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
भाषा:अंग्रेज़ी
प्रकाशित: Cham Springer Nature 2022
श्रृंखला:Cognitive Technologies
विषय:
Artificial intelligence
Data mining
Machine learning
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
ऑनलाइन पहुंच:OAPEN Library: download the publication
OAPEN Library: description of the publication
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इंटरनेट

OAPEN Library: download the publication
OAPEN Library: description of the publication

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होल्डिंग्स विवरण से 3rd Floor Main Library
बोधानक: A1234.567
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