[pdp-discuss] Error-tweaking & scalarvallayerspecs
Randall C. O'Reilly
Randy.OReilly at colorado.edu
Mon Apr 9 02:35:50 MDT 2007
Frank -- a script with the network->Build(); and network->Connect(); function
calls in it should work. For the width, you might try adding a script that
calls UpdateAfterEdit() on the layerspec after setting the new value.
btw, this kind of thing should be much easier to do in the new 4.0 version of
the software -- we're working hard on getting a public beta version available
soon..
- Randy
On Friday 06 April 2007 12:54, Frank Leoné wrote:
> Hello!
>
> Thanks for the answer. Lowering the learning rate sometimes makes the error
> rise at first, without going down afterwards. A bit strange behavior.
>
> I still have a problem with the error though. Now I use a bigger set, with
> the same kind of data, but where is reached an average error of 2 with the
> smaller set, it only reaches 15 with the bigger set. Even more hidden units
> hardly seems to help. Anyone any ideas how to get the error any lower?
>
> Two things I want to try are:
>
> - a batch run over different numbers of hidden units, but how to
> automatically build and connect all? I tried it in an init script, but it
> didn't work.
> - a batch run over the width of scalarvallayers, to give the network a
> higher/lower input and output resolution. They all have the same ratio, so
> I made a parent with that ratio and tried a batch on the width value for
> that parent, but the children didn't inherit it. Any idea how this can be
> fixed?
>
> Any other variables I can try to change? Thanks in advance, any help is
> grealy appreciated!
>
> with kind regards, happy Easter!
>
> Frank
>
> PS. Randy, I'll send you my leabra.cc later on, hotmail in Konqueror
> doesn't let me attach files. I hope it will be of use for you.
>
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