Beyond Trees: Classification with Sparse Pairwise Dependencies.
Yaniv TenzerAmit MoscovichMary Frances DornBoaz NadlerClifford H. SpiegelmanPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- pairwise
- decision trees
- machine learning
- classification method
- classification systems
- classification accuracy
- pattern recognition
- classification scheme
- image classification
- automatic classification
- support vector machine svm
- text classification
- pairwise classification
- label ranking
- classification algorithm
- feature extraction
- support vector machine
- high dimensional
- dimensionality reduction
- nearest neighbor
- support vector
- class labels
- tree structure
- classification models
- feature vectors
- clustering algorithm
- tree structures
- preprocessing
- feature space
- cost sensitive
- classification rules
- supervised learning
- machine learning algorithms
- training samples
- multi class
- higher order