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Thread: Pace Ratings
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Old 03-19-2024, 06:20 PM   #41
denniswilliams
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Join Date: Dec 2023
Posts: 316
Quote:
Originally Posted by Jeff P View Post
Personally, I like the idea of looking at numbers that reflect what I see happening in the race.

But that's a very different thing than the 'Is one more predictive than the other and does it have statistical significance?' question Steve is asking.

Imo, that (is it useful in a model) is what really matters.


-jp
.

I'm going for a long walk and will think about my response, so what follows may be nonsense.


It seems to me that a model with numeric variables would be more accurate than one with categorical variables? (At least in classical machine learning.) I understand we can 'covert' numbers to make them more amenable to the model (log, for example) but this can't be one of those cases.



If I fed the data to a neural network would it work with the actual numbers or convert them to abstractions that don't capture what's really happening? Hard to tell since it doesn't know what's really happening.
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