Classifying 2-year recurrence in patients with dlbcl using clinical variables with imbalanced data and machine learning methods.
Lei WangZhiqiang ZhaoYanhong LuoHongmei YuShuqing WuXiao-Lu RenChuChu ZhengXueQian HuangPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- machine learning methods
- imbalanced data
- ensemble methods
- clinical data
- machine learning
- statistical methods
- machine learning algorithms
- machine learning approaches
- decision trees
- class distribution
- linear regression
- generalization ability
- data mining
- random forest
- ensemble learning
- base classifiers
- class imbalance
- ensemble classifier
- classification models
- feature space
- learning algorithm
- test set
- base learners
- training set