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What is the expected error by the estimator Chernoff bound on the samples performed without replacement?(a) O (log k!)(b) O (k!)(c) O (k^2)(d) O (1/k½)This interesting question is from Hash Tables topic in section Hash Tables of Data Structures & Algorithms II had been asked this question during an online exam.

Answer»

The CORRECT choice is (d) O (1/k½)

The BEST explanation: The expected ERROR for estimating the Jaccard index USING MinHash scheme for K different hash functions is O (1/k½). The expected error by the estimator Chernoff bound on the samples performed without replacement is O (1/k½).



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