This is documentation for Mathematica 8, which was
based on an earlier version of the Wolfram Language.
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MeanShift

MeanShift
replaces each element in list by the mean of the values of all elements that differ by less than d.
  • The following option can be given:
DistanceFunctionEuclideanDistancedistance metric function
MaxIterations1maximum number of iterations to perform
ManhattanDistanceManhattan or "city block" distance
EuclideanDistanceEuclidean distance
SquaredEuclideanDistancesquared Euclidean distance
NormalizedSquaredEuclideanDistancenormalized squared Euclidean distance
CosineDistanceangular cosine distance
CorrelationDistancecorrelation coefficient distance
Mean-shift of a list of integers:
Mean-shift of a list of vectors:
Mean-shift of a list of integers:
In[1]:=
Click for copyable input
Out[1]=
 
Mean-shift of a list of vectors:
In[1]:=
Click for copyable input
Out[1]=
Remove uniform noise from a dataset:
Mean-shift algorithm applied to symbolic expressions:
Find large-scale features in a noisy dataset:
Show multiple iterations of mean-shift:
New in 8