Active Learning for Node Classification in Assortative and Disassortative Networks
Cristopher MooreXiaoran YanYaojia ZhuJean-Baptiste RouquierTerran LanePublished in: CoRR (2011)
Keyphrases
- active learning
- pattern recognition
- machine learning
- selective sampling
- supervised learning
- social networks
- classification accuracy
- annotation effort
- degree distribution
- text classification
- training set
- class labels
- feature vectors
- cost sensitive
- path length
- complex networks
- classification method
- batch mode active learning
- model selection
- support vector machine
- feature space
- support vector
- learning algorithm
- classification algorithm
- labeled data
- directed graph
- scale free
- neural network
- data sets