Project of KAUST–Stanford AEA Program

“Predicting the Stability of Hydrogen Bonds in Protein Conformations Using Decision Tree Learning Methods”, 2009-2010


This project was done jointly with group of Jean-Claude Latombe, Stanford. It included study of decision trees and ensembles of decision trees for predicting of stability of hydrogen bonds and study of importance of various attributes for the problem of prediction.