Kernel Target Alignment Parameter: A New Modelability Measure for Regression Tasks.
Gilles MarcouDragos HorvathAlexandre VarnekPublished in: J. Chem. Inf. Model. (2016)
Keyphrases
- reproducing kernel hilbert space
- support vector
- regression model
- feature space
- kernel function
- gaussian processes
- similarity measure
- sparse kernel
- support vector regression
- kernel regression
- classification and regression problems
- kernel methods
- mercer kernels
- machine learning
- transfer knowledge
- gaussian kernel
- regression methods
- multi task
- linear regression
- model selection
- mobile robot