In 2007, four customers of Allstate Insurance Company sued it, alleging that it used outdated scoring algorithms to calculate their premiums, in violation of the Illinois Consumer Fraud Act. They were later joined by another 19 named plaintiffs. Three years later, in 2010, the judge in the case denied certification and dismissed twelve of