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Published 20 hours ago • verified publisher icon mapbox

sklearn.neighbors.LocalOutlierFactor

Open bkowshik opened this issue 7 years ago • 0 comments

Per chat with @jcsg, I briefly tried the LocalOutlierFactor model. Posting early, will spend some more time for a detailed analysis of both the model and the results.

Per https://stackoverflow.com/a/36869611/3453958

The NearestNeighbors class is unsupervised and can not be used for classification but only for nearest neighbor searches.

Neighbors for an inlier (good highway)

screen shot 2017-07-14 at 9 14 11 pm

Neighbors for an outlier (harmful highway)

screen shot 2017-07-14 at 9 18 41 pm

bkowshik avatar Jul 14 '17 15:07 bkowshik