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Task: Handle Missing Values with LabelEncoder in Scikit-learn

Task: Handle Missing Values with LabelEncoder in Scikit-learn: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that demonstrates how to properly identify and handle missing values (NaN) when using scikit-learn's LabelEncoder , since LabelEncoder encodes NaN as if it were a…

The task

Write a Python script that demonstrates how to properly identify and handle missing values (NaN) when using scikit-learn's `LabelEncoder`, since `LabelEncoder` encodes NaN as if it were a regular category without any explicit indication.

Part of PrimeIntellect/Terminal-Lego-15k.