120 Identification of Membrane Protein Interactions with an Ensemble Classifier
Download citation file:
Membrane protein interactions play an important role in the compartmental organization of eukaryotic cells. Some membrane proteins are specifically targeted to some other ones and fuse with the target membrane to effect content mixing. Traditionally, biochemical methods have been used to identify the composition of interacting membrane proteins. However, these methods are generally restricted by the experimental conditions in practice. AdaBoost is a strong learning algorithm and it finds an accurate classification ruler. In this paper, we construct a classifier by combining with several FSVM classifiers. Jackknife tests on the working datasets indicate that the precision, sensitivity and accuracy are...