Improving the Accuracy for Analyzing Heart Diseases Prediction Based on the Ensemble Method.
Xiao-Yan GaoAbdelmegeid Amin AliHassan Shaban HassanEman M. AnwarPublished in: Complex. (2021)
Keyphrases
- prediction accuracy
- ensemble methods
- heart disease
- random forest
- generalization ability
- uci data sets
- ensemble learning
- rotation forest
- base learners
- ensemble classifier
- base classifiers
- ensemble members
- classifier ensemble
- machine learning methods
- medical diagnosis
- multi class
- artificial neural networks
- information systems
- naive bayes
- active learning
- training set
- face recognition
- decision trees
- knowledge base