1. A system comprising: a testing platform having an interface communicatively coupled to a device interconnect, wherein the device interconnect is configured to be communicatively coupled to a device; and a control platform communicatively coupled to the interface, wherein the control platform is configured to determine a percentile range of a dataset that has been sorted, determine a signature of the percentile range, determine a signature of a plurality of vector patterns, wherein the plurality of vector patterns includes a first test vector pattern that is outside of the percentile range, compare the signature of the percentile range to the signature of the plurality of vector patterns, and based at least in part on comparing the signature of the percentile range to the signature of the plurality of vector patterns, identify the first test vector pattern as one of (i) a qualified vector pattern or (ii) a non-qualified vector pattern, wherein a qualified vector pattern represents a measurement or observation that is deemed to be properly associated with remaining qualified vector patterns of the dataset.