tokens: The machinery we present to tune detectors is a necessary step to ( a ) understand the shape of the Receiver Operating Characteristic ( ROC ) curve , ( b ) quantify how that shape depends on system and design parameters , and ( c ) select a point on the ROC that has a desired level of performance - as measured by a tolerable true / false positive balance .