Question: In your assignment on decision trees you had to plot Area Under the Curve using different thresholds to understand which classifier amongst the 10 folds

In your assignment on decision trees you had to plot Area Under the Curve using different thresholds to understand which classifier amongst the 10 folds x validation is the best one to use.

What are the Y and X axes of such an AUC/ROC curve?

what was the process you used to create a curve?

describe and explain your results and how you would pick the correct threshold/classifier using such a curve in your own words with your own code.

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