Titlebook: Hybrid Classifiers; Methods of Data, Kno Michal Wozniak Book 2014 Springer-Verlag Berlin Heidelberg 2014 Classifier Fusion.Computational In

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1860-949X f Technology, including as classifier based on feature space splitting, one-class classification, imbalance data, and data stream classification..978-3-662-52304-9978-3-642-40997-4Series ISSN 1860-949X Series E-ISSN 1860-9503

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Chosen Applications of Hybrid Classifiers,hes leading to the combined classifier based on feature space partitioning and assigning a chosen classifier to each partition. Meanwhile, we discuss how to train it and then shortly discuss its quality. Afterwards, we concentrate on a case of binary classification tasks called one-class classificat