Instance spaces for machine learning classification.
Mario A. MuñozLaura VillanovaDavaatseren BaatarKate Smith-MilesPublished in: Mach. Learn. (2018)
Keyphrases
- machine learning
- pattern recognition
- decision trees
- text classification
- supervised machine learning
- machine learning algorithms
- model selection
- feature selection
- machine learning methods
- machine learning approaches
- support vector machine svm
- support vector machine
- supervised learning
- feature extraction
- classification method
- supervised classification
- classification algorithm
- learning algorithm
- classification accuracy
- knowledge acquisition
- unsupervised learning
- classification systems
- computer science
- feature space
- automatic classification
- feature vectors
- transfer learning
- training set
- pattern classification
- classification models
- natural language
- image classification
- spam filtering
- classification process
- active learning
- decision rules
- naive bayes
- knowledge representation
- training samples
- knowledge discovery
- text mining