مقاله پیشنهادی برای مقادیر k محلی برای k نزدیکترین قانون همسایه

عنوان مقاله فارسی: پیشنهادی برای مقادیر k محلی برای k - نزدیکترین قانون همسایه عنوان مقاله لاتین: A Proposal for Local k Values for k -Nearest Neighbor Rule نویسندگان: Nicolás García-Pedrajas; Juan A. Romero del Castillo; Gonzalo Cerruela-García تعداد صفحات: 5 سال انتشار: 2017 زبان: لاتین Abstract: The k-nearest neighbor (k-NN) classifier is one of the most widely used methods of classification due to several interesting features, including good generalization and easy implementation. Although simple, it is usually able to match and even outperform more sophisticated and complex methods. One of the problems with this approach is fixing the appropriate value of k. Although a good value might be obtained using cross validation, it is unlikely that