Customized crowds and active learning to improve classification.
Joana CóstaCatarina SilvaMário AntunesBernardete RibeiroPublished in: Expert Syst. Appl. (2013)
Keyphrases
- active learning
- selective sampling
- classification scheme
- supervised learning
- machine learning
- automatic classification
- pattern recognition
- class labels
- pattern classification
- classification algorithm
- learning strategies
- text classification
- support vector machine
- classification accuracy
- training set
- support vector
- classification models
- feature selection
- class imbalance
- classification method
- classification systems
- hyperspectral image classification
- benchmark datasets
- feature extraction
- cross validation
- svm classifier
- image classification
- cost sensitive
- training data
- decision trees
- learning algorithm
- data mining
- neural network
- data sets