Suppose an ad network decides that a given click-through is invalid (or “fraudulent”). The implication is that the ad network will not bill the advertiser for that click-through. On the other hand, if the ad network decides that the click-through was valid, they could charge full price. Therefore, arguably, the ad network is “leaving money on the table” by marking click-throughs invalid. As suc...