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Task: Handle Unbalanced Classification Using RandomForestClassifier in scikit-learn

Task: Handle Unbalanced Classification Using RandomForestClassifier in scikit-learn: a task in Terminal-Lego-15k (Harbor dataset). You have an unbalanced binary classification dataset where class '1' to class '0' ratio is 5:1. Your task is to write a Python script that demonstrates how to handle…

The task

You have an unbalanced binary classification dataset where class '1' to class '0' ratio is 5:1. Your task is to write a Python script that demonstrates how to handle this class imbalance using scikit-learn's `RandomForestClassifier`. The script should:

Part of PrimeIntellect/Terminal-Lego-15k.