Prediction and classification of churners in online learning using ensemble of distributed iterative classifiers.
V. Senthil KumaranPublished in: Int. J. Learn. Technol. (2022)
Keyphrases
- online learning
- ensemble classifier
- multiple classifiers
- training set
- classifier ensemble
- majority voting
- decision trees
- individual classifiers
- churn prediction
- classification algorithm
- classification models
- support vector
- ensemble methods
- ensemble learning
- random forest
- class labels
- combining classifiers
- feature selection
- classifier combination
- prediction accuracy
- feature set
- svm classifier
- support vector machine
- training data
- machine learning methods
- machine learning
- training samples
- classification accuracy
- customer churn
- telecommunication services
- prediction model
- classification rules
- decision rules
- machine learning algorithms
- text classification
- supervised learning
- rule sets
- weak classifiers
- rule induction
- benchmark datasets
- model selection
- multi class
- pattern recognition
- neural network