Hierarchical Feature Selection for Knowledge Discovery (eBook, PDF)
Cen Wan
eBook, PDF

Hierarchical Feature Selection for Knowledge Discovery (eBook, PDF)

Application of Data Mining to the Biology of Ageing

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This book is the first work that systematically describes the procedure of data mining and knowledge discovery on Bioinformatics databases by using the state-of-the-art hierarchical feature selection algorithms. The novelties of this book are three-fold. To begin with, this book discusses the hierarchical feature selection in depth, which is generally a novel research area in Data Mining/Machine Learning. Seven different state-of-the-art hierarchical feature selection algorithms are discussed and evaluated by working with four types of interpretable classification algorithms (i.e. three types ...

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