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Informace o publikaci
Filtering outliers to improve classification. First results
Autoři | |
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Rok publikování | 2019 |
Druh | Článek ve sborníku |
Konference | Data a Znalosti & WIKT 2019 |
Fakulta / Pracoviště MU | |
Citace | |
www | DaZ & WIKT 2019 - Zborník konferencie |
Klíčová slova | Outlier Detection; Data pre-processing; Classification |
Popis | In this work we describe preliminary experiments for exploring influence of outlier elimination to classifier accuracy. A workflow is a couple consisting of some pre-processing methods - outlier detection and filtering in our case - and a classifier. We describe a method for testing various workflows and bring first results. |
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