[6.4][ML] Store calendar periodicity historical error statistics in compressed format #137
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…ssed format (elastic#127) Also, extend the window of historical error statistics, which means we can improve the test accuracy (this was previously being limited to keep memory usage down) and simplify the implementation, which was previously bit packing the count statistics to reduce memory usage.
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Backport of #127.