Titlebook: Improving Classifier Generalization; Real-Time Machine Le Rahul Kumar Sevakula,Nishchal K. Verma Book 2023 Springer Nature Singapore Pte Lt

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,MVPC—A Classifier with Very Low VC Dimension, results with handcrafted (low-level) features becomes difficult even with linear kernel SVM. Such problems necessitate the creation of classifiers with low variance and high generalization as a driving function. In this chapter, we show the variance of a class of majority vote classifiers named Maj

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Rahul Kumar Sevakula,Nishchal K. Vermaransition from modern perspectives. The comprehensive content offers overviews of related topics and allows readers to quickly catch up with developments in the field..978-981-19-6670-5978-981-19-6668-2Series ISSN 0168-1222 Series E-ISSN 2365-6425

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1860-949X uzzy Support Vector Machine which provides state of the art performance with noisy datasets, and a novel scheme to introduce deep learning in Fuzzy Rule based classifiers (FRCs). This volume will serve as a use978-981-19-5075-9978-981-19-5073-5Series ISSN 1860-949X Series E-ISSN 1860-9503

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