Progressive boosting for class imbalance and its application to face re-identification.
Roghayeh SoleymaniEric GrangerGiorgio FumeraPublished in: Expert Syst. Appl. (2018)
Keyphrases
- class imbalance
- cost sensitive
- class distribution
- binary classification problems
- feature selection
- active learning
- imbalanced datasets
- cost sensitive learning
- majority class
- high dimensionality
- multi class
- small disjuncts
- imbalanced data
- training data
- concept drift
- misclassification costs
- minority class
- machine learning
- imbalanced class distribution
- ensemble methods
- facial expressions
- base classifiers
- dimensionality reduction
- face images
- data analysis