The name is "kernel of a probability distribution" or "unnormalized kernel". This usage seems to be mostly prevalent in Bayesian Statistics as explained here

> [http://en.wikipedia.org/wiki/Kernel_(statistics)][1]


  [1]: http://en.wikipedia.org/wiki/Kernel_%28statistics%29