Early Detecting In-Hospital Cardiac Arrest Based on Machine Learning on Imbalanced Data.
Hsiao-Ko ChangCheng-Tse WuJi-Han LiuWee Shin LimHui-Chih WangShu-I ChiuJyh-Shing Roger JangPublished in: ICHI (2019)
Keyphrases
- imbalanced data
- machine learning
- support vector machine
- feature selection
- decision trees
- linear regression
- ensemble methods
- machine learning methods
- class distribution
- class imbalance
- classification models
- data mining
- random forest
- machine learning algorithms
- pattern recognition
- multi class
- supervised learning
- learning algorithm
- active learning
- data sets
- text mining
- ensemble classifier
- training data
- learning models
- data analysis
- pairwise
- high dimensionality
- learning problems
- svm classifier
- prediction accuracy
- non stationary
- semi supervised learning