Predicting MHC-II Binding Affinity Using Multiple Instance Regression.
Yasser El-ManzalawyDrena DobbsVasant G. HonavarPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- multiple instance
- regression problems
- multiple instance learning
- concept learning
- linear regression
- genetic programming
- real valued
- learning problems
- cross validation
- semi supervised learning
- pairwise
- regression model
- feature selection
- relational learning
- maximum margin
- high dimensional data
- multi class
- support vector machine
- multi task
- random forests
- learning machines
- support vector
- model selection
- semi supervised
- feature space
- training data