A Linear Time Active Learning Algorithm for Link Classification.
Nicolò Cesa-BianchiClaudio GentileFabio VitaleGiovanni ZappellaPublished in: NIPS (2012)
Keyphrases
- learning algorithm
- machine learning
- generalization ability
- classification accuracy
- supervised learning
- training samples
- pattern recognition
- pattern classification
- classification algorithm
- training data
- machine learning algorithms
- machine learning methods
- training set
- support vector
- learning process
- automatic classification
- classification method
- decision trees
- classification rules
- neural network
- classification process
- svm classifier
- text classification
- image classification
- reinforcement learning
- social networks
- cross validation
- decision rules
- unsupervised learning
- model selection
- active learning
- incremental learning
- bayesian networks
- classification scheme
- learning rules