A Systematic Review on Imbalanced Data Challenges in Machine Learning: Applications and Solutions.
Harsurinder KaurHusanbir Singh PannuAvleen Kaur MalhiPublished in: ACM Comput. Surv. (2019)
Keyphrases
- imbalanced data
- machine learning
- systematic review
- support vector machine
- feature selection
- empirical studies
- decision trees
- machine learning methods
- learning algorithm
- pattern recognition
- class imbalance
- data mining
- data analysis
- linear regression
- classification models
- class distribution
- ensemble classifier
- pairwise
- text mining
- sampling methods