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I want to calculate the chances of winning based on certain features
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My data revolves around player matches, and certain features within those matches.

Right now, Iā€™m learning about decision trees, which are useful in helping to identify the most important features in determining a win.

My next step would be, how can I predict the probability of winning based on a number of factors?

My tree model is fit to around 100 features, but would it be possible to input only 3 or so features and output a probability of a win?

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3 years ago