Analysis component (confusion matrix)

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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Analysis component (confusion matrix) #9

Closed WaleedMahmood1 closed 7 months ago

WaleedMahmood1 commented 7 months ago

I am wondering, if we should have a confusion matrix added into our analysis. For example, we could perhaps look into if we have any type 1 or type 2 errors.

srfrew commented 7 months ago

I think that would be great except that we don't have a binary predictor - I'm not sure if we can extend a confusion matrix to multiple dimensions

meretelutz commented 7 months ago

Yeah, I don't think we know how to do a confusion matrix with a target class that has multiple categories. But maybe we should brainstorm ways to incorporate other metrics!