A Cost-Sensitive Ensemble Method for Class-Imbalanced Datasets
Work
Year: 2013
Type: article
Abstract: In imbalanced learning methods, resampling methods modify an imbalanced dataset to form a balanced dataset. Balanced data sets perform better than imbalanced datasets for many base classifiers. This p... more
Source: Abstract and Applied Analysis
Authors Yong Zhang, Dapeng Wang
Institution Liaoning Normal University
Cites: 25
Cited by: 35
Related to: 10
FWCI: 3.401
Citation percentile (by year/subfield): 93
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $1,025
Grant IDS L2011186, 20110491530