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I haven't seen this one before.
I think we should set the random_state in the docstring or ignore the output. I'm not super familiar with the LSHForest. Actually I wonder how this test ever passed without setting the random_state. Ping @ogrisel@jnothman?
The result can vary widely, depending on the random state, so setting the precision differently is not really an option.
Oh! Apparently this example is reporting the exact nearest neighbors due to very generous parameters (n_candidates, n_estimators are both high with respect to the tiny data). We should be reducing the parameters and fixing random_state.
while buidling the scikit.learn, I encountered following error. Please have a look at it.
Regards
cosmos
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