Matt, I haven't uploaded my code anywhere yet. I'd like to try more a few more things (which depend on the questions I asked) before I do this because I know when I upload the code and post the results here I probably won't try to improve or change anything. I only work well under pressure lol.
Since I'm gonna be away this weekend, I hope that by the end of next week I will set up a github page with everything (explanation of the problem, dataset, code and results with competition comparisons). Pedro. On Thu, Oct 3, 2013 at 12:56 PM, Matthew Taylor <[email protected]> wrote: > Pedro, this is exciting! Is your code available online anywhere? Any > chance you can put it up on github or bitbucket? > > --------- > Matt Taylor > OS Community Flag-Bearer > Numenta > > > On Thu, Oct 3, 2013 at 6:59 AM, Pedro Tabacof <[email protected]> wrote: > >> Hello, >> >> I've been working with an energy competition dataset [1] and I've been >> experimenting with some different ways to predict many steps ahead (I have >> to predict 31 different energy loads for the whole month). This led me to >> some questions: >> >> 1) Has anyone tried feeding one-step classifier predictions back to the >> input? This can be done easily by hand but I'm not sure if this is a good >> idea for many steps prediction. >> >> 2) Does "disableLearning" also turn off classifier learning? If not, how >> do I do it? >> >> 3) Is "finishLearning" deprecated? I tried using it but I got an error >> message. >> >> 4) Is it possible run swarming within the Vagrant VM? What about Cerebro? >> >> On a side note, so far I have achieved 3.3% MAPE on the test data, which >> would put me among the top 10 competitors (out of 26), with pretty much the >> basic NuPIC configuration, very similar to the hotgym example. >> >> I have experimented with 31-step predictions and 1,2,3,...,31 >> predictions, but this was too slow and didn't improve the results. When I >> finish testing all my ideas, I will post my results and experience here. >> >> Pedro. >> >> [1] http://neuron.tuke.sk/competition/index.php >> -- >> Pedro Tabacof, >> Unicamp - Eng. de Computação 08. >> >> _______________________________________________ >> nupic mailing list >> [email protected] >> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org >> >> > > _______________________________________________ > nupic mailing list > [email protected] > http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org > > -- Pedro Tabacof, Unicamp - Eng. de Computação 08.
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