A method for class noise detection based on K-means and SVM algorithms

One of the techniques for improving the accuracy of induced classifier is noise filtering. The classifiers prediction performance is affected by the noisy datasets used in the induction of classifiers. Therefore, it is very important to detect and remove the noise in order to increase the classifica...

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Bibliographic Details
Main Authors: Nematzadeh, Z., Ibrahim, R., Selamat, A.
Format: Conference or Workshop Item
Published: 2015
Subjects:
Online Access:http://eprints.utm.my/id/eprint/59103/
http://dx.doi.org/10.1007/978-3-319-22689-7_23
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