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Bloom Filter A error rate

Open macmanes opened this issue 11 years ago • 1 comments

In your experience, what Bloom filter A error rate is achievable - 0.05, more, less? Should I attempt to optimize parameters such that error rate is minimized - if so, what parameters seem to be most influential.

macmanes avatar Oct 21 '14 12:10 macmanes

The error rate in my experience is around 0.01 when the sequencing error rate is about 1%, but can be higher if the sequencing error rate is high. And I believe 0.05 is still in the normal range. Moreover, Lighter takes the error rate of Bloom filter A into account, so 0.05 or even higher is fine. The output message is just for the ill-chosen sampling rate("alpha") or table size that is too small, which result in a Bloom filter error rate like more than 50%.

mourisl avatar Oct 21 '14 13:10 mourisl