A Tutorial on Online Supervised Learning with Applications to Node Classification in Social Networks.
Alexander RakhlinKarthik SridharanPublished in: CoRR (2016)
Keyphrases
- supervised learning
- social networks
- supervised machine learning
- pattern recognition
- supervised classification
- class labels
- unsupervised learning
- machine learning
- classification accuracy
- training set
- semi supervised
- statistical learning
- classification method
- support vector machine svm
- feature vectors
- support vector machine
- classification scheme
- online learning
- classification models
- training samples
- decision trees
- data sets
- multiple instance learning
- training data
- training examples
- unlabeled data
- real time
- text classification
- feature extraction
- active learning
- tree structure
- learning tasks
- pattern classification
- online communities
- automatic classification
- social media
- information diffusion
- preprocessing