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there was a typo at line 66.
Also, why is n_neighbors=50 the default options if it will raise an error at line 132? Could None be a better option?

there was a typo at line 66. 
Also, why is `n_neighbors=50` the default options if it will raise an error at line 132? Could `None` be a better option?
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