Diabetes prediction using Hybrid Bagging Classifier.
A. ChandramouliVemula Rajitha HymaPasumarthi Sai TanmayiThanniru Geervani SantoshiB. PriyankaPublished in: Entertain. Comput. (2023)
Keyphrases
- ensemble classifier
- ensemble learning
- decision trees
- prediction accuracy
- training set
- decision tree classifiers
- ensemble methods
- classifier ensemble
- individual classifiers
- majority voting
- learning algorithm
- weak classifiers
- prediction error
- feature selection
- base classifiers
- prediction model
- concept drift
- machine learning
- support vector machine
- random forest
- random forests
- training data
- decision stumps
- class labels
- machine learning algorithms
- training examples
- accurate classifiers
- generalization error
- imbalanced data
- feature space
- support vector
- linear classifiers
- data sets
- training samples
- classification method
- text categorization
- generalization ability
- health care