Vital Prognosis of Patients in Intensive Care Units Using an Ensemble of Bayesian Classifiers.
Rosario DelgadoJ. David Núñez-GonzálezJ. Carlos YébenesÁngel LavadoPublished in: LOD (2019)
Keyphrases
- intensive care units
- bayesian classifiers
- base classifiers
- intensive care
- monitoring system
- ensemble methods
- logistic regression
- bayesian classifier
- bayesian network classifiers
- intensive care unit
- naive bayes
- multi class
- decision trees
- supervised classification
- machine learning methods
- random forests
- training set
- test data
- random forest
- cost sensitive learning
- prediction accuracy
- learning algorithm
- training data
- bayesian methods
- patient data
- health care
- feature selection
- class distribution
- continuous domains
- clinical data
- data analysis
- training examples
- training samples