Dimensionality Reduction

mapping multidimensional space into
space of fewer dimensions
typically 2D for infovis
keep/explain as much variance as possible
show underlying dataset structure
multidimensional scaling (MDS)

minimize differences between interpoint
distances in high and low dimensions


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