Added `BestBinaryCategoricalSplit` splitter for `DecisionTree`. #5088

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Job	Run time
mlpack R tarball	1h 44m 24s
Windows R	17m 53s
macOS R	13m 31s
Linux R	10m 40s
	2h 26m 28s