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Title: The Effect of Training Set Selection in Meteorological Data Mining
Authors: Tsagalidis, Evangelos
Evangelidis, Georgios
Type: Conference Paper
Subjects: FRASCATI::Natural sciences::Computer and information sciences
Keywords: training set size
meteorological data mining
Issue Date: 2010
Volume Title: 2010 14th Panhellenic Conference on Informatics
Abstract: We use meteorological data from the European Centre for Medium-Range Weather Forecasts (ECMWF) and the Meteorological Station of Mikra (Thessaloniki, Greece) as input to five data mining algorithms with the aim to build classification models for the prediction of the occurrence of precipitation in the station. We focus our study on the effect the selection of the training set has on the performance of the algorithms and more specifically, we attempt to determine the minimum training set size that can ensure effective application of the data mining techniques.
ISBN: 978-1-4244-7838-5
Other Identifiers: 10.1109/PCI.2010.37
Appears in Collections:Department of Applied Informatics

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