The Social Cost of Strategic Classification.
Smitha MilliJohn MillerAnca D. DraganMoritz HardtPublished in: FAT (2019)
Keyphrases
- cost sensitive
- machine learning
- cost sensitive classification
- classification scheme
- classification accuracy
- cost sensitive learning
- benchmark datasets
- classification models
- support vector machine svm
- text classification
- classification method
- machine learning methods
- pattern classification
- automatic classification
- preprocessing
- social networks
- case study
- virtual communities
- data mining
- social networking
- classification algorithm
- classification process
- decision making
- image classification
- unsupervised learning
- supervised learning
- decision trees
- multi class
- feature selection
- active learning
- feature vectors
- pattern recognition
- clustering algorithm
- high cost
- support vector
- feature space
- training set
- online communities
- information systems
- semi supervised
- social interaction
- svm classifier