Active learning for binary classification with variable selection.
Zhanfeng WangYumi KwonYuan-chin Ivan ChangPublished in: CoRR (2019)
Keyphrases
- variable selection
- binary classification
- active learning
- active learning strategies
- generalization error
- cost sensitive
- class imbalance
- cross validation
- multi class
- learning problems
- input variables
- support vector
- high dimensional
- model selection
- supervised learning
- support vector machine
- learning algorithm
- multi label
- training set
- dimension reduction
- ensemble methods
- machine learning
- prediction accuracy
- semi supervised
- binary classifiers
- labeled data
- training examples
- data sets
- learning process
- data mining
- high dimensional data
- text classification
- class distribution
- pattern recognition
- feature selection
- multiple kernel learning
- neural network