tsdataclinic/newerhoods

Control spatial homogeneity

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kaushik12 commented

The clustering right now uses an alpha of 0.15, but when using user uploaded data, this might not be optimal. Two possible solutions to this,

  1. Have an slider similar to number of clusters that allows users to control this parameter, ranging from 0.1 to 0.9 maybe to ensure they don't go to extremes in either direction.
  2. Another solution is to quickly calculate level of disjointedness in the clustering and incrementally increase alpha based on this till a predetermined maximum

Any other ideas or thoughts on this, @stuartlynn ?