A Boolean measure of similarity
Anthony, M.
& Hammer, P. L.
(2004).
A Boolean measure of similarity.
(RUTCOR research reports 27-2004).
Rutgers Center for Operations Research, Rutgers University.
& Hammer, P. L.
(2004).
A Boolean measure of similarity.
(RUTCOR research reports 27-2004).
Rutgers Center for Operations Research, Rutgers University.
We propose a way of measuring the similarity of a Boolean vector to a given set of Boolean vectors, motivated in part by certain data mining or machine learning problems. We relate the similarity measure to one based on Hamming distance and we develop from this some ways of quantifying the ‘quality’ of a dataset.