Consistent Polyhedral Surrogates for Top-k Classification and Variants.
Jessie FinocchiaroRafael M. FrongilloEmma GoodwillAnish ThilagarPublished in: CoRR (2022)
Keyphrases
- pattern recognition
- classification accuracy
- support vector
- machine learning
- feature selection
- feature vectors
- classification systems
- feature set
- pattern classification
- query processing
- support vector machine svm
- classification algorithm
- automatic classification
- supervised classification
- image classification
- convex hull
- machine learning methods
- classification method
- machine learning algorithms
- training samples
- unsupervised learning
- data sets
- preprocessing
- data streams
- genetic algorithm
- data mining