Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests.
Trang T. LeW. Kyle SimmonsMasaya MisakiJerzy BodurkaBill C. WhiteJonathan SavitzBrett A. McKinneyPublished in: Bioinform. (2017)
Keyphrases
- random forests
- feature selection and classification
- differential privacy
- differentially private
- random forest
- feature selection
- privacy preserving
- selected features
- decision trees
- ensemble methods
- machine learning algorithms
- high dimensionality
- logistic regression
- data sharing
- simulated annealing
- privacy preservation
- personal information
- data privacy
- pattern recognition
- feature set
- text mining
- feature extraction
- text classification
- databases