SAN FRANCISCO — A federal judge on Tuesday threw out a shareholder suit that accused Yelp Inc. of misleading investors about the reliability of its reviews and how they’re filtered.

U.S. District Judge Jon Tigar of the Northern District of California, who previously turned back investor claims in April, dismissed them for good on Tuesday, finding that the company had “explicitly and implicitly” acknowledged that some reviews weren’t authentic.