Empirical Study of Bagging Predictors on Medical Data.
Guohua LiangChengqi ZhangPublished in: AusDM (2011)
Keyphrases
- empirical studies
- medical data
- ensemble methods
- medical images
- ensemble learning
- medical data mining
- clinical data
- decision trees
- ensemble members
- random forest
- empirical analysis
- medical information
- random forests
- real world data sets
- machine learning
- base classifiers
- imaging modalities
- electronic health records
- data mining
- patient outcomes
- medical records
- training set
- medical data sets
- information extraction
- patient data
- experimental design
- information systems
- feature selection
- prediction accuracy
- privacy sensitive
- data sets
- data miners
- uci datasets
- base learners
- artificial intelligence
- databases