PySpark: Pipeline failed with “java.util.NoSuchElementException: Param generateMissingLabels does not exist.”

Question

When transforming an ML Pipeline which uses StringIndexer, OneHotEncoder, VectorAssembler and LightGBMClassifier, it broke with "java.util.NoSuchElementException: Param