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.