There are no clearly defined boundaries. "Middle class" is anything from 25% to 66% of households, depending how it's defined.
I would say that if your income is in the triple digits and you are educated, you would be considered upper middle class.
True class never had a monetary value
You might want to look at governmental statistics for the numbers.