Automated Feature Engineering for Classification Problems

The study on feature generation has grown over the last years, is one of the biggest challenges for Machine Learning. Entirely dependent on domain knowledge, it is an area that if done manually, is time-consuming and not scalable. In turn, meta-learning helps to learn through different domains and c...

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Bibliographic Details
Main Author: Guilherme Felipe do Nascimento Reis (author)
Format: masterThesis
Language:eng
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10216/122592
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/122592