DBBoost-Enhancing Imbalanced Classification by a Novel Ensemble Based Technique.
Chunkai ZhangPengfei JiaPublished in: ICMB (2014)
Keyphrases
- feature selection
- imbalanced data
- decision trees
- binary classification problems
- final classification
- classification accuracy
- training set
- data sets
- ensemble classifier
- pattern recognition
- machine learning
- support vector machine
- learning algorithm
- regression problems
- image classification
- imbalanced datasets
- machine learning algorithms
- cross validation
- classification algorithm
- classification systems
- class imbalance
- ensemble learning
- classification method
- feature space
- class labels
- feature extraction
- multi class
- single class
- decision tree classifiers
- ensemble classification
- concept drifting data streams
- classifier ensemble
- decision boundary
- classification models
- training samples
- supervised learning
- training data
- neural network