Classification with many classes: Challenges and pluses.
Felix AbramovichMarianna PenskyPublished in: J. Multivar. Anal. (2019)
Keyphrases
- class labels
- pattern recognition
- pattern classification
- object classification
- automatic classification
- classification models
- key issues
- machine learning
- classification process
- classification scheme
- classification method
- training samples
- support vector
- support vector machine
- classification accuracy
- feature space
- real world
- discriminant functions
- feature extraction
- training data
- classification rate
- supervised classification
- support vector machine svm
- unsupervised learning
- class membership
- image classification
- supervised learning
- binary classifiers
- multi class problems
- preprocessing
- decision trees
- bayesian networks
- lessons learned
- cross validation
- artificial neural networks
- text classification
- feature set
- image features