Filtering outliers to improve classification. First results
| Autoři | |
|---|---|
| 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. |
| Související projekty: |