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24.4.0 algorithm & performance test metrics #274

@ericbuckley

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@ericbuckley

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Run both the algorithm and the performance test suites using main and the 25.3.0 tag. Compare the results.

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Algorithm Tests: Please use the circulated NBS test / seed files, not the sample files in the repo.
Performance Tests: We'd likely want to benchmark a few runs and take the average. For parameters, please keep the population size at 100, split records to 1, and increase the number of iterations to 2.

NOTE: For the first performance test, run as is. For all subsequent tests, comment out line 19 (generate synthetic data) in the test_synthea_data.sh script. We want to make sure the input for each run is exactly the same.

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qaTechnical improvements to increase code quality

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