An Empirical Comparison of Three Ensemble Methods for Medical Data Mining with Apache Spark.

Yiang Hua Jian Pan Zhaofeng Yan Yunwei Qiu

Published 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