We are certainly aware of various Duplicate ID errors and will be working
on them: https://github.com/numenta/nupic/issues/2556

If you change your model to an anomaly model, you'll get back anomaly
scores in addition to predictions. This gives you an indication how well
the model is predicting the data.

Follow the Hot Gym Anomaly Tutorial to find out how:
https://github.com/numenta/nupic/tree/master/examples/opf/clients/hotgym/anomaly/one_gym

Regards,

---------
Matt Taylor
OS Community Flag-Bearer
Numenta

On Wed, Sep 9, 2015 at 2:01 AM, Takenori Sato <[email protected]> wrote:

> Hi,
>
> Today, I tried NuPIC 0.3.0 on Ubuntu 14.04.3.
> Still I get "Duplicate ID" errors for tests,
> but anyway, moved forward to the tutorial.
>
> I followed the video tutorial of Hot Gym Prediction.
>
> I can't believe time series data is modeled,
> and predicted with such a good fit,
> by just running swarm.
>
> Now I wonder if there is any score available to measure model quality.
> My model looks like better than Matt's, but not sure at all.
>
> Thanks!
> Takenori
>

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