An Improved Ensemble Learning Approach for Heart Disease Prediction Using Boosting Algorithms.
Shahid Mohammad GaniePijush Kanti Dutta PramanikMajid Bashir MalikAnand NayyarKyung Sup KwakPublished in: Comput. Syst. Sci. Eng. (2023)
Keyphrases
- ensemble learning
- weak learners
- boosting algorithms
- ensemble methods
- heart disease
- prediction accuracy
- base classifiers
- ensemble classifier
- generalization ability
- random forest
- multi class
- unlabeled data
- decision trees
- loss function
- prediction model
- concept drift
- binary classification
- neural network
- support vector machine svm
- knowledge discovery
- multi class classification
- cost sensitive
- benchmark datasets
- naive bayes