DMP_MI: An Effective Diabetes Mellitus Classification Algorithm on Imbalanced Data With Missing Values.
Qian WangWeijia CaoJiawei GuoJiadong RenYongqiang ChengDarryl N. DavisPublished in: IEEE Access (2019)
Keyphrases
- classification algorithm
- missing values
- imbalanced data
- diabetes mellitus
- missing data
- knn
- support vector machine
- k nearest neighbor
- incomplete data
- concept drift
- training set
- class labels
- high dimensional data
- class distribution
- class imbalance
- image processing
- cost sensitive learning
- classification rules
- decision trees
- naive bayes
- active learning
- support vector
- data mining
- base learners
- machine learning
- ensemble methods
- linear regression
- data sets
- least squares
- data streams