Optimal Probabilistic Classification in Active Class Selection.
Mirko BunseDorina WeichertAlexander KisterKatharina MorikPublished in: ICDM (2020)
Keyphrases
- class dependent
- class labels
- pattern recognition
- multi class classification
- classification accuracy
- multiclass classification
- machine learning
- class conditional
- text classification
- classification scheme
- pattern classification
- classification algorithm
- classification systems
- class specific
- support vector machine svm
- prior probabilities
- probabilistic model
- optimal selection
- minimum distance classifier
- intra class
- discriminant functions
- discrete valued
- binary decision tree
- classification models
- feature selection
- optimal solution
- feature space
- dynamic programming
- machine learning algorithms
- decision rules
- selection algorithm
- generative model
- supervised learning
- accurate classification
- support vector machine
- single class
- svm classifier
- feature vectors
- cross validation
- feature extraction