Correcting Relational Bias to Improve Classification in Sparsely-Labeled Networks.
Joshua R. KingLuke K. McDowellPublished in: DSAA (2016)
Keyphrases
- supervised learning
- pattern recognition
- classification accuracy
- training samples
- text classification
- feature vectors
- benchmark datasets
- classification systems
- classification method
- support vector
- training set
- unsupervised learning
- support vector machine svm
- classification scheme
- svm classifier
- pattern classification
- class labels
- document classification
- classification process
- image classification
- support vector machine
- relational databases
- training data
- feature extraction
- automatic classification
- manual labeling
- classification models
- relational data
- complex networks
- decision rules
- machine learning algorithms
- model selection