A pretreatment fluid includes an effective amount of a fluorinated surfactant and a vehicle. Machine learning classifiers constructed from these features automatically detect a user’s online commercial intention. The detector is designed to detect a potential difference between the pair of terminal patterns generated by flowing main circuit current through the first circuit pattern, the bonding wire and then the second circuit pattern, in order to detect a potential difference across the bonding wire.