Prediction of kinase inhibitor response using activity profiling, in vitro screening, and elastic net regression.
Trish P. TranEdison OngAndrew P. HodgesGiovanni PaternostroCarlo PiermarocchiPublished in: BMC Syst. Biol. (2014)
Keyphrases
- elastic net
- prediction accuracy
- human immunodeficiency virus
- regression model
- linear regression
- prediction model
- topology preserving
- model selection
- support vector regression
- multiple kernel learning
- linear support vector machines
- feature selection
- decision trees
- linear combination
- kernel learning
- regression method