A Linear Time Active Learning Algorithm for Link Classification
Nicolò Cesa-BianchiClaudio GentileFabio VitaleGiovanni ZappellaPublished in: CoRR (2013)
Keyphrases
- learning algorithm
- classification algorithm
- machine learning
- machine learning algorithms
- classification accuracy
- decision trees
- supervised learning
- pattern recognition
- machine learning methods
- support vector machine svm
- classification scheme
- generalization ability
- image classification
- nearest neighbour algorithm
- benchmark datasets
- training samples
- active learning
- support vector machine
- feature selection
- preprocessing
- data mining
- classification process
- classification systems
- learning scheme
- training data
- reinforcement learning
- support vector
- training set
- data sets
- pattern classification
- incremental learning
- learning rate
- automatic classification
- pairwise
- feature vectors
- model selection
- text classification