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UBC-MDS / fifa-potential

Supervised machine learning model to predict potential rating of players in FIFA 22
https://ubc-mds.github.io/fifa-potential/high-potential-fifa-prediction-report.html
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05 model hyperparameters RandomizedSearchCV #38

Open srfrew opened 10 months ago

srfrew commented 10 months ago

I realized we're using hard coded values for RandomizedSearchCV with an explicit list of values instead of a distribution (like loguniform(). Would it be worth updating the script to do this? It may allow for RandomizedSearch to further refine performance.

meretelutz commented 10 months ago

I agree, we could definitely improve that. Along with the confusion matrix too. But I don't think its a big priority right now. Maybe we can tweak it after we submit this milestone?

srfrew commented 10 months ago

For sure, we can take a look after this milestone