The Social Cost of Strategic Classification.
Smitha MilliJohn MillerAnca D. DraganMoritz HardtPublished in: CoRR (2018)
Keyphrases
- cost sensitive
- pattern recognition
- decision trees
- pattern classification
- cross validation
- social networks
- classification systems
- classification scheme
- social interaction
- classification algorithm
- support vector machine svm
- text classification
- feature extraction
- cost sensitive classification
- training set
- model selection
- machine learning
- decision rules
- machine learning methods
- social context
- expected cost
- classification rate
- decision making
- minimum cost
- automatic classification
- case study
- support vector
- preprocessing
- feature space
- machine learning algorithms
- information technology
- principal component analysis
- support vector machine