An Empirical Comparison of Three Ensemble Methods for Medical Data Mining with Apache Spark.
Yiang HuaJian PanZhaofeng YanYunwei QiuPublished in: UIC/ATC/ScalCom (2015)
Keyphrases
- ensemble methods
- medical data mining
- medical data
- prediction accuracy
- benchmark datasets
- decision trees
- base classifiers
- machine learning methods
- random forests
- medical databases
- ensemble learning
- random forest
- data miners
- generalization ability
- drifting concepts
- majority voting
- medical images
- ensemble classifier
- base learners
- machine learning
- bootstrap sampling
- decision tree ensembles
- ensemble feature selection
- training data
- classifier ensemble
- model selection