Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression.
Muhammad Ammad-ud-dinSuleiman A. KhanKrister WennerbergTero AittokallioPublished in: Bioinform. (2017)
Keyphrases
- multi view
- linear regression
- multi task
- multi task learning
- least squares
- gaussian processes
- three dimensional
- learning tasks
- feature selection
- regression methods
- nonlinear regression
- d objects
- learning problems
- multi class
- semi supervised
- feature set
- maximum likelihood
- feature vectors
- bayesian networks
- machine learning
- transfer learning
- high order
- information gain
- statistical learning
- learning process