TSVM: Transfer Support Vector Machine for Predicting MPRA Validated Regulatory Variants.
Minglie LiShusen ZhouTong LiuChanjuan LiuMujun ZangQingjun WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2024)
Keyphrases
- support vector machine
- improve the classification accuracy
- fold cross validation
- multi class
- svm classifier
- machine learning
- multi class support vector machines
- stochastic gradient descent
- knowledge transfer
- feature selection
- decision boundary
- transfer learning
- support vector machine svm
- feature space
- kernel function
- semi supervised learning
- pairwise
- training data
- classification algorithm
- classification method
- kernel methods
- hyperplane
- support vector regression
- feature vectors
- svm classification
- soft margin