Quick introduction to drug discovery
What is P450?
How computer based (known as in silico) prediction of P450 v. chemical interaction can aid drug discovery.
GSK organised ``blind trial'' internal competition. 12 groups entered (all but one in GSK). Genetic programming (GP) winner. Evolved model now in production.
Training, test and extrapolation data sets.
GP set up.
Results and conclusions.