On Thursday, January 30, 2003, at 06:50  PM, Charles Schwieters wrote:

> Dear Charles,
> thank you very much for your kindness in helping me with your comments.
> The last time you didn't understand one of my questions. The point is 
> in fact
> more general and has to be with the availability of general protocols 
> so that
> starting with an extended model and providing the experimental data 
> one end
> up with the best possible model. We are not in that stage yet, right?
> Now, I am puzzled with the output energy from 'rama' that for some
> calculations is negative. According with the original article E is 
> defined as
> - - -k*log(Pi) where Pi is the probability, that I think should be 
> between 0 and
> 1, so I don't understand how E can be negative. Do you know?
> Thanks again,
> Hugo

The formulation for the DELPHIC torsion and DELPHIC position terms'
potentials of mean force is

E = -ln Pi, where Pi is the probability of being in bin i.

Pi is now defined as (nExamples(i) / volume(i)) / overallDensity.

This change was necessitated by some of the averaging I do to get a 
defined potential energy
in unpopulated regions.  If there are no examples in a particular bin, 
I start including that bin's
neighbors along each axis until I reach a certain minimum number of 
examples.  Then I divide
by the total volume of the bins I just searched to get a "local 
density."  In order for the units to
work out correctly, I need to divide this local density by the overall 
density (totExamples / totVolume).

The upshot is that regions of space that have greater-than-average 
density of examples now have
negative energies, and regions with less-than-average density of 
examples now have positive energies.

Hope this clears up the confusion.

--JK

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