Fix a typo in onehotencoder declaration #2
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Line
encoder = OneHotEncoder(handle_unknown='error', drop='first', sparse='True')
should have a bool (not a string) as a sparse argument:
encoder = OneHotEncoder(handle_unknown='error', drop='first', sparse=True)
Otherwise an error is thrown while training the model.