Measures

Figure 1. Measures for nondegenerate solution
Measures for nondegenerate solution

The problems noted in the measures for the degenerate solution have been corrected here.

  • The normalized stress is no longer 0.
  • The coefficient of variation for the transformed proximities now has a similar value to the coefficient of variation for the original proximities.
  • DeSarbo's intermixedness indices are much closer to 0, indicating that the solution is much better intermixed.
  • Shepard's rough nondegeneracy index, which is reported as a percentage of different distances, is now nearly 80%. There are sufficiently different distances, and the solution is probably nondegenerate.

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