The department ordered a 12 percent reduction for State Farm Lloyds , the state 's largest insurer , and an 18.2 percent reduction for Allstate Texas Lloyds , the third-largest .
The department ordered an 18.2 percent reduction for Allstate Texas Lloyds and a 12 percent reduction for State Farm Lloyds .
- poor data quality negatively afects many data processing efforts - ex: a classification model for detecting people who are loan risks is built using poor data