Classification by Retrieval: Binarizing Data and Classifiers.
Fumin ShenYadong MuYang YangWei LiuLi LiuJingkuan SongHeng Tao ShenPublished in: SIGIR (2017)
Keyphrases
- data sets
- training data
- decision trees
- classification models
- support vector
- data analysis
- data sources
- machine learning methods
- training set
- missing values
- class membership
- training examples
- training samples
- pattern recognition
- classification accuracy
- supervised learning
- machine learning algorithms
- rule based classifier
- extracted features
- classification systems
- decision boundary
- unseen data
- accurate classifiers
- classification decisions
- probabilistic classifiers
- improves the classification accuracy
- roc curve
- classification method
- support vector machine svm
- semi supervised learning
- information retrieval systems
- image database
- support vector machine
- data points
- image retrieval
- feature space
- information retrieval