1. A storage medium or storage media storing software including: visual mapping software executable to display an N-dimensional to two- or three-dimensional mapping of items to be clustered, where N is greater than three, the mapping having mapping parameters for the N dimensions; and automated adjustment software configured to automatically adjust at least some mapping parameters to improve a measure of distinctness of one or more groups of items in the two- or three-dimensional mapping.