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[SEDONA-661] add local outlier factor implementation. #2935

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[SEDONA-661] add local outlier factor implementation.

[SEDONA-661] add local outlier factor implementation. #2935

Run time

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Job Run time
build (3.0.3, 3, 2.12.15, oldrel)
9m 13s
build (3.0.3, 3, 2.12.15, release)
10m 50s
build (3.1.2, 3, 2.12.15, oldrel)
10m 1s
build (3.1.2, 3, 2.12.15, release)
9m 12s
build (3.2.1, 3, 2.12.15, oldrel)
9m 17s
build (3.2.1, 3, 2.12.15, release)
9m 34s
build (3.3.0, 3, 2.12.15, oldrel)
9m 40s
build (3.3.0, 3, 2.12.15, release)
9m 17s
build (3.4.0, 3, 2.12.15, oldrel)
9m 20s
build (3.4.0, 3, 2.12.15, release)
9m 12s
build (3.5.0, 3, 2.12.15, oldrel)
9m 9s
build (3.5.0, 3, 2.12.15, release)
9m 32s
1h 54m 17s