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Task: Demonstrate Understanding of LogisticRegression.predict proba Return Value

Task: Demonstrate Understanding of LogisticRegression.predict proba Return Value: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that demonstrates what LogisticRegression.predict proba() from scikit-learn returns, specifically explaining and proving that the output array…

The task

Write a Python script that demonstrates what `LogisticRegression.predict_proba()` from scikit-learn returns, specifically explaining and proving that the output array contains probability estimates for **each class** (one column per class), ordered by the internal label ordering found in `classifier.classes_`.

Part of PrimeIntellect/Terminal-Lego-15k.