Classifier cascades and trees for minimizing feature evaluation cost.
Zhixiang Eddie XuMatt J. KusnerKilian Q. WeinbergerMinmin ChenOlivier ChapellePublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- decision trees
- feature set
- feature space
- feature maps
- cost sensitive classification
- selection criterion
- cost sensitive
- selection scheme
- cost sensitive learning
- input features
- machine learning
- classifier systems
- linear classifiers
- training samples
- feature vectors
- training data
- classification scheme
- evaluation method
- classification algorithm
- feature values
- active learning
- training set
- multiple classifiers
- data sets