Task: Demonstrate the Difference Between roc auc score() and auc() in scikit-learn

Task: Demonstrate the Difference Between roc auc score() and auc() in scikit-learn: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that explains and demonstrates why roc auc score() and auc() can produce different results when evaluating a binary classifier, particularly when…