I have a 20 samples with mutations ranging from 50 to 144 to extract signatures. I don't find an inflection point to determine rank. It seems like the more ranks I use the "better" fit. i suppose with the small number of samples i have there really can't be more than 2 or 3 signatures. Also as i look at the samples contributing to the signatures, some have multiple similar signatures.