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the ML algorithms for analyzing variation in results, to find the best classification model and to analyze the merits and …
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In this paper, classification task is performed by FRSVM. It is variant of FSVM and MFSVM. Fuzzy rough set takes care …
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presents the use of support vector machine (SVM) algorithm for fault diagnosis through discrete wavelet features extracted from … vibration signals of good and faulty conditions of the components of centrifugal pump. The classification accuracies were … computed for different types of classifiers such as artificial neural network (ANN), support vector machine (SVM) and J48 …
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The application of quantitative techniques for the determination of credit worthiness, i.e., the credit scoring, is a major research field for bankers and academics as it can bring about significant savings to finance institutions whilst minimising their exposure to risk. In the current work,...
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