And finally a common and quite effective initialization strategy is to use a simpler algorithm rather than full scaling because it turns out that while 'em very powerful that also makes it more susceptible to getting stop in certain local optimal where some simpler algorithms for example in the context of missing over the hidden variables who might use a simpler clustering algorithm. 