Weaknesses of our methodology for computational prediction of sensor array performance for anomaly detection are that it relies on (i) an accurate model governing the response of the sensor array to any gas composition, which generally is difficult to obtain without manufacturing the array and conducting gas exposure experiments, and (ii) explicit stipulation of the anomalous gas compositions expected to be encountered, despite that anomalies are typically difficult to conceive of and ill-defined.