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Inductive Inference for Large Scale Text Classification


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Despite the widespread use of digital text, handling them is inherently difficult - large amounts of data needed to represent them and the subjectivity classification complicated. This book provides a concise view on how to use the kernel approach to inductive inference in large scale text classification, but presents a series of new techniques to enhance, scale and distribute the tasks of text classification. It is not intended to be a comprehensive survey of state-of-the-art from all over the field of text classification.

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