Optimization of k value and lag parameter of k-nearest neighbor algorithm on the prediction of hotel occupancy rates

Hotel occupancy rates are the most important factor in hotel business management. Prediction of the rates for the next few months determines the manager's decision to arrange and provide all the needed facilities. This study performs the optimization of lag parameters and k values of the k-Near...

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Bibliographic Details
Main Authors: Agus Subhan Akbar, R. Hadapiningradja Kusumodestoni
Format: Article
Language:English
Published: Diponegoro University 2020-07-01
Series:Jurnal Teknologi dan Sistem Komputer
Subjects:
lag
Online Access:https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13648