Benchmark id: inv2b

Multi-Dimensional Scaling (MDS) analysis

Select Solutions for the comparisions (atleast 3, default: none for 'all')

(default: none, also if this is not one of selected Solutions)                    


Number of solutions is not adequate!




Note
This analysis employs multidimensional scaling (Borg and Groenen, 2005) to compare the slip models. The dissimilarities are obtained for all pairs of slip models, viz. dissimilarity matrix and embedded in low dimensional Euclidean space. We define four categories or levels of similarity: ”excellent”, ”good”, ”fair”, and ”poor” with respect to a reference (or target) solution or a centroid measure in absence of a reference solution.

Graphical interpretation for the similarity scale is as follows:
Excellent Solution/s located inside the innermost circle
Good Solution/s located between the innermost and middle circle
Fair Solution/s located between the middle and outermost circle
Poor Solutions/s located outside the outermost circle



For more details on the technique:
1. Borg, I. and P. Groenen (2005). Modern Multidimensional Scaling, 2nd edition. New York, Springer
2. Razafindrakoto, H. N., Mai, P. M., Genton, M. G., Zhang, L., and Thingbaijam, K. K. (2015). Quantifying variability in earthquake rupture models using multidimensional scaling: application to the 2011 Tohoku earthquake. Geophysical Journal International, 202(1), 17-40.


source inversion validation database | version 1.0.0