Plotting a ROC curve in scikit yields only 3 points

Question

TLDR: scikit\'s roc_curve function is only returning 3 points for a certain dataset. Why could this be, and how do we control how many points to get ba

Answer 1

The number of points depend on the number of unique values in the input. Since the input vector has only 2 unique values, the function gives correct output.