ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets.
Sakyajit BhattacharyaVaibhav RajanHarsh ShrivastavaPublished in: AAAI (2017)
Keyphrases
- classification algorithm
- imbalanced datasets
- support vector machine
- class distribution
- knn
- naive bayes
- class imbalance
- k nearest neighbor
- prediction accuracy
- cost sensitive learning
- imbalanced data
- class labels
- intensive care unit
- concept drift
- training set
- decision trees
- classification rules
- ensemble methods
- training dataset
- sampling methods
- probability estimation
- learning algorithm
- neural network
- nearest neighbor
- text categorization
- unsupervised learning
- feature selection algorithms
- support vector
- training data
- clustering algorithm