Earlier quoted context omitted.
They are literally two very different types of data. This isn't an ambiguous issue: One is a continuous variable, the other categorical. Whether or not one or the other could erroneously flag someone doesn't change that, and doesn't mean they're the same. Because the nature of those differences means the use cases are different. A continuous score has much wider versatility than a black & white binary value, and allo…
You were replying to a comment that said "a binary score is still a score" The comment you appear to be arguing with, is completely true. A binary score is of course a score, and in fact that's almost always how credit and trust scores are actually perceived. From the company's perspective many scores are continuous, but from the consumers perspective that's mostly a distinction without a difference. Usually from the…
And you aren't usually told you got the loan or not. That is one possibility, but the more likely one is the continuous score of the credit rating translates into a continuous score for the interest rate. This is why the distinction between a binary and continuous score is important: t This continuous assignment of interest rate isn't possible with a single binary variable.