Neighbourhood-Based Learning and Classification: Alternative Methods and Comparative Analysis.
José Salvador SánchezPublished in: AI Commun. (1998)
Keyphrases
- comparative analysis
- alternative methods
- online learning
- supervised learning
- learning phase
- learning systems
- active learning
- unsupervised learning
- classification accuracy
- incremental learning
- statistical learning
- decision trees
- learning process
- pattern recognition
- classification method
- generalization capabilities
- machine learning
- classification algorithm
- inductive inference
- pattern classification
- classification scheme
- prior knowledge
- preprocessing
- learning algorithm
- kernel learning
- discriminative learning
- bayesian methods
- structured output
- semi quantitative
- classification models
- decision rules
- svm classifier
- training samples
- text classification
- support vector
- training data
- feature selection