Improving Classification Accuracy on Imbalanced Data by Ensembling Technique.
Divya AgrawalPadma BondePublished in: J. Cases Inf. Technol. (2017)
Keyphrases
- imbalanced data
- improving classification accuracy
- base classifiers
- support vector machine
- bayesian classifiers
- ensemble methods
- classification accuracy
- class distribution
- multi class
- linear regression
- decision trees
- random forest
- feature selection
- naive bayes
- ensemble classifier
- classification models
- svm classifier
- classification error
- test data
- class imbalance
- training set
- logistic regression
- support vector machine svm
- ensemble learning
- sampling methods
- machine learning
- data sets
- training samples
- unsupervised learning
- k nearest neighbor
- active learning
- minority class
- feature vectors