[mlpack-git] [mlpack/mlpack] Issue261/lsh test (#605)
Ryan Curtin
notifications at github.com
Tue Apr 5 12:54:20 EDT 2016
> }
> + if ( !fail )
> + {
> + break; //if test passes one time, it is sufficient
> + }
> +
> + }
> + BOOST_REQUIRE(fail == false);
> +
> + //Test: Run LSH with varying hash width, keeping all other parameters
> + //constant. Compute the recall, i.e. the number of reported neighbors that
> + //are real neighbors of the query.
> + //LSH's property is that (with high probability), increasing the hash width
> + //will increase recall. Epsilon ensures that if noise lightly affects the
> + //projections, the test will not fail.
We should probably make this a separate `BOOST_AUTO_TEST_CASE()`, even though we'll have to load the data twice.
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