[scikit-learn] how to make result less number of group with NearestNeighbors?

[Shane Grigsby]

I think you want to call the radius_neighbors method (check here: 
http://scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html#sklearn.neighbors.NearestNeighbors.radius_neighbors) 

(you're using kneighbors, replace with radius_neighbors)

~Shane

On 09/10, Martin Lee wrote:
> nbrs = NearestNeighbors(n_neighbors=10,radius=100.0,metric='euclidean',algorithm='ball_tree').fit(testing1)
>    distances, indices = nbrs.kneighbors(testing1)
>
>just expect when each point distance less than 100 then group into one group
>
>
>Martin

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*PhD candidate & Research Assistant*
*Cooperative Institute for Research in Environmental Sciences (CIRES)*
*University of Colorado at Boulder*