Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
Data plays a key role in the design of expert and intelligent systems and therefore, data preprocessing appears to be a critical step to produce high-quality data and build accurate machine learning models. Over the past decades, increasing attention has been paid towards the issue of class imbalanc...
Zapisane w:
1. autor: | García, Vicente |
---|---|
Kolejni autorzy: | Sánchez Garreta, Josep Salvador, Marqués, Ana, Florencia, Rogelio, Rivera Zarate, Gilberto |
Format: | Artículo |
Język: | en_US |
Wydane: |
2019
|
Hasła przedmiotowe: | |
Dostęp online: | https://www.sciencedirect.com/science/article/pii/S0957417419307432 |
Etykiety: |
Dodaj etykietę
Nie ma etykietki, Dołącz pierwszą etykiete!
|
Podobne zapisy
-
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
od: García, Vicente
Wydane: (2019) -
Comparison of three sampling procedures for evaluating intestinal villis: A swine model
od: Itza Ortiz, Mateo Fabian
Wydane: (2018) -
Comparison of three sampling procedures for evaluating intestinal villi: A swine model¤
od: Itza, Mateo Fabian
Wydane: (2018) -
A regression model based on the nearest centroid neighborhood
od: Garcia, Vicente
Wydane: (2018) -
Local markets and food security. The case of the Milpera and Puuc regions in Yucatan
od: Ana Laura Bojórquez Carrillo, i wsp.
Wydane: (2023)