Privacy-Preserving Online Medical Prediagnosis Training Model Based on Soft-Margin SVM.
Guoqiang DengMin TangYuxing XiMingwu ZhangPublished in: IEEE Trans. Serv. Comput. (2023)
Keyphrases
- privacy preserving
- soft margin
- support vector
- support vector machine
- generalization ability
- parameter selection
- privacy preserving data mining
- privacy preservation
- training process
- support vectors
- training set
- vertically partitioned data
- sensitive information
- support vector machine svm
- generalization error
- training examples
- boosting algorithms
- linear svm
- data privacy
- svm classifier
- private information
- privacy concerns
- training samples
- multi class
- data sets
- supervised learning
- classification accuracy
- feature vectors
- cross validation
- class conditional
- linear classifiers
- bp neural network
- classification algorithm
- loss function
- knn
- active learning
- pairwise
- feature selection
- machine learning