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2012 16th Panhellenic Conference on Informatics (2010)
Tripoli, Greece
Sept. 10, 2010 to Sept. 12, 2010
ISBN: 978-0-7695-4172-3
pp: 61-65
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.
INDEX TERMS
training set size, meteorological data mining, classification
CITATION
Evangelos Tsagalidis, Georgios Evangelidis, "The Effect of Training Set Selection in Meteorological Data Mining", 2012 16th Panhellenic Conference on Informatics, vol. 00, no. , pp. 61-65, 2010, doi:10.1109/PCI.2010.37
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