Filtering outliers to improve classification. First results

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Authors

HETLEROVIĆ Dušan POPELÍNSKÝ Lubomír

Type Article in Proceedings
Conference Data a Znalosti & WIKT 2019
MU Faculty or unit

Faculty of Informatics

Citation
Web DaZ & WIKT 2019 - Zborník konferencie
Keywords Outlier Detection; Data pre-processing; Classification
Description 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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