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...
Gespeichert in:
1. Verfasser: | García, Vicente |
---|---|
Weitere Verfasser: | Sánchez Garreta, Josep Salvador, Marqués, Ana, Florencia, Rogelio, Rivera Zarate, Gilberto |
Format: | Artículo |
Sprache: | en_US |
Veröffentlicht: |
2019
|
Schlagworte: | |
Online Zugang: | https://www.sciencedirect.com/science/article/pii/S0957417419307432 |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Ähnliche Einträge
-
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
von: García, Vicente
Veröffentlicht: (2019) -
Comparison of three sampling procedures for evaluating intestinal villis: A swine model
von: Itza Ortiz, Mateo Fabian
Veröffentlicht: (2018) -
Comparison of three sampling procedures for evaluating intestinal villi: A swine model¤
von: Itza, Mateo Fabian
Veröffentlicht: (2018) -
A regression model based on the nearest centroid neighborhood
von: Garcia, Vicente
Veröffentlicht: (2018) -
Local markets and food security. The case of the Milpera and Puuc regions in Yucatan
von: Ana Laura Bojórquez Carrillo, et al.
Veröffentlicht: (2023)