[SPARK-50976][ML][PYTHON] Fix the save/load of TargetEncoder
#12044
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apache~spark~28KMNF.dockerbuild
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apache~spark~KOBWG5.dockerbuild
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test-results-mllib-local, mllib, graphx, profiler--17-hadoop3-hive2.3
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test-results-pyspark-mllib, pyspark-ml, pyspark-ml-connect--17-hadoop3-hive2.3-python3.11
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