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...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , |
| Format: | Artículo |
| Language: | en_US |
| Published: |
2019
|
| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/article/pii/S0957417419307432 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
