HETLEROVIĆ, Dušan a Lubomír POPELÍNSKÝ. Filtering outliers to improve classification. First results. Online. In Peter Butka, František Babič, Ján Paralič. Data a Znalosti & WIKT 2019. Košice: Fakulta elektrotechniky a informatiky - Technická univerzita v Košiciach, 2019, s. 124-128. ISBN 978-80-553-3354-0. |
Další formáty:
BibTeX
LaTeX
RIS
@inproceedings{1572192, author = {Hetlerović, Dušan and Popelínský, Lubomír}, address = {Košice}, booktitle = {Data a Znalosti & WIKT 2019}, editor = {Peter Butka, František Babič, Ján Paralič}, keywords = {Outlier Detection; Data pre-processing; Classification}, howpublished = {elektronická verze "online"}, language = {eng}, location = {Košice}, isbn = {978-80-553-3354-0}, pages = {124-128}, publisher = {Fakulta elektrotechniky a informatiky - Technická univerzita v Košiciach}, title = {Filtering outliers to improve classification. First results}, url = {https://hi.kkui.fei.tuke.sk/daz2019/DaZ_WIKT_2019_Zbornik.pdf}, year = {2019} }
TY - JOUR ID - 1572192 AU - Hetlerović, Dušan - Popelínský, Lubomír PY - 2019 TI - Filtering outliers to improve classification. First results PB - Fakulta elektrotechniky a informatiky - Technická univerzita v Košiciach CY - Košice SN - 9788055333540 KW - Outlier Detection KW - Data pre-processing KW - Classification UR - https://hi.kkui.fei.tuke.sk/daz2019/DaZ_WIKT_2019_Zbornik.pdf L2 - https://hi.kkui.fei.tuke.sk/daz2019/DaZ_WIKT_2019_Zbornik.pdf N2 - 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. ER -
HETLEROVI$\backslash$'C, Dušan a Lubomír POPELÍNSKÝ. Filtering outliers to improve classification. First results. Online. In Peter Butka, František Babič, Ján Paralič. \textit{Data a Znalosti \&{} WIKT 2019}. Košice: Fakulta elektrotechniky a informatiky - Technická univerzita v Košiciach, 2019, s.~124-128. ISBN~978-80-553-3354-0.
|