Consistent Polyhedral Surrogates for Top-k Classification and Variants.
Anish ThilagarRafael M. FrongilloJessica FinocchiaroEmma GoodwillPublished in: ICML (2022)
Keyphrases
- classification method
- decision trees
- pattern recognition
- support vector
- image classification
- classification models
- classification accuracy
- classification scheme
- convex hull
- feature extraction
- automatic classification
- training samples
- d objects
- benchmark datasets
- pattern classification
- decision rules
- classification rules
- neural network
- feature vectors
- classification systems
- feature selection
- document classification
- unsupervised learning
- classification rate
- classification process
- cross validation
- support vector machine svm
- supervised learning
- multi class
- support vector machine
- training set
- preprocessing
- machine learning