Optimal Classification with Multivariate Losses.
Nagarajan NatarajanOluwasanmi KoyejoPradeep RavikumarInderjit S. DhillonPublished in: ICML (2016)
Keyphrases
- classification accuracy
- pattern recognition
- machine learning
- classification systems
- feature selection
- decision trees
- automatic classification
- classification method
- supervised classification
- object classification
- support vector machine svm
- multivariate decision trees
- cross validated
- classification scheme
- machine learning algorithms
- feature extraction
- training set
- feature vectors
- classification models
- data mining
- binary decision tree
- classification process
- training data
- dynamic programming
- nearest neighbor
- unsupervised learning
- pattern classification
- closed form
- machine learning methods
- worst case
- decision rules
- cross validation
- regression model
- image classification
- text classification