Trained Model Predict output from unknown values

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Hi all.
I've got a trained horse racing model and can predict from this as the prediction variables are known at runtime :- Odds, weight etc. This works very well and I then turned my eyes to tennis. I can quite easily train a model on various stats from the past and the prediction looks OK. The problem is, a lot of the past results are not known before hand of course like number of sets won, server speed etc. How would I predict a player for values not known or am I just trying to do the impossible? I thought about averaging the values perhaps?
Steve Gray

Accepted Answer

Anshika Chaurasia
Anshika Chaurasia on 16 Apr 2021
Hi Steve,
You can refer to the following documentation about various approaches to treat missing data:

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