ACID: Association Correction for Imbalanced Data in GWAS.
Feng BaoYue DengQionghai DaiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2018)
Keyphrases
- imbalanced data
- genome wide association studies
- class distribution
- learning from imbalanced data
- linear regression
- random forest
- sampling methods
- support vector machine
- ensemble methods
- classification models
- class imbalance
- feature selection
- complex diseases
- imbalanced datasets
- decision trees
- decision boundary
- genome wide
- ensemble learning
- minority class
- svm classifier
- error rate
- training data
- machine learning