Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars.
Zafiirah HosenieRobert J. LyonBenjamin W. StappersArrykrishna MootoovalooPublished in: CoRR (2019)
Keyphrases
- multi class
- classification schemes
- machine learning
- classification scheme
- binary classifiers
- multi class svm
- support vector machine
- error correcting output codes
- multi class svms
- feature selection
- binary classification problems
- multi class classification
- databases
- multiclass problems
- pairwise
- machine learning methods
- pattern recognition
- unsupervised learning
- multi class boosting
- binary classification
- cost sensitive
- multiple classes
- multiclass classification
- information extraction
- learning problems
- multi class classifier
- semi supervised learning
- text classification
- support vector
- decision trees
- data mining
- neural network
- natural language processing
- active learning
- machine learning algorithms
- database
- text classifiers
- protein classification
- supervised learning algorithms
- learning tasks
- text mining