Please use this identifier to cite or link to this item:
https://ruomo.lib.uom.gr/handle/7000/1190
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 classification |
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. |
URI: | https://doi.org/10.1109/PCI.2010.37 https://ruomo.lib.uom.gr/handle/7000/1190 |
ISBN: | 978-1-4244-7838-5 |
Other Identifiers: | 10.1109/PCI.2010.37 |
Appears in Collections: | Department of Applied Informatics |
Files in This Item:
File | Description | Size | Format | |
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2010_PCI.pdf | 204,42 kB | Adobe PDF | View/Open |
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