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lines changed Original file line number Diff line number Diff line change @@ -20,7 +20,7 @@ first cluster" as a point solidly in the center that is very distant
2020from the second cluster. Equally, if the clustering algorithm supports
2121noise assignments, then points are simply assigned as "noise". We are
2222left with no idea as to which, if any cluster, they might have just
23- missed the cur on being in.
23+ missed the cut on being in.
2424
2525The remedy for this is 'soft clustering' or 'fuzzy clustering'. In this
2626approach points are not assigned cluster labels, but are instead assigned
@@ -116,7 +116,7 @@ than ideal. The second way of looking at things is to consider how much
116116of an outlier the point is relative to each cluster -- using something
117117akin to the outlier scores from GLOSH. The advantage of this approach is
118118that it handles odd shaped clusters (even toroidal clusters) far better
119- since it will explciitly follow the manifolds of the clusters. The down
119+ since it will explicitly follow the manifolds of the clusters. The down
120120side of the outlier approach is that many points will all be equally
121121"outlying", particularly noise points. Our goal is to fuse these two
122122ideas.
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