Confusion Matrix

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Confusion Matrix

I started learning R very recently.

This command is creates a confusion matrix and I'm pretty confused about how it works. Could someone please explain this? And also, how do we choose threshold values?

table(test$violator, as.numeric(predictions >= 0.5))

Thank you!