On Sun, Sep 27, 2020, 10:35 PM <[email protected]> wrote:

> Matt is there a such algorithm that benefits if you see it has accurately
> predicted for the last 30 predictions, so it should again, hence you make
> its next predictions more confident ?
>

Yes. Context models in data compressors express confidence in their
predictions by giving probabilities close to 0 or 1 after many correct
predictions. These get higher weights by averaging with other models after
a stretching transform, ln(p)/ln(1-p). Also, mixers (neural networks) learn
which models are most accurate and weight them more heavily.


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