Reducing the effect of sample bias for small data sets with double-weighted support vector transfer regression.
Huan LuoStephanie German PaalPublished in: Comput. Aided Civ. Infrastructure Eng. (2021)
Keyphrases
- support vector
- small data sets
- support vector regression
- data sets
- cross validation
- logistic regression
- kernel function
- transfer learning
- regression model
- model selection
- support vector machine
- learning machines
- structural risk minimization
- knowledge transfer
- svm classifier
- regression analysis
- binary classification
- sample size
- loss function
- classification accuracy
- feature selection
- kernel methods
- radial basis function
- training examples
- pairwise
- ls svm
- training set
- regression problems
- standard svm
- decision trees