The objective of this paper is to demonstrate how the boosting approach can be used to define a data-driven board balanced scorecard (BSC) with applications to S&P 500 companies. Using Adaboost, we can generate alternating decision trees (ADTs) that explain the relationship between corporate...

In a fast changing business environment the difficulties of monitoring strategies and economic performance of enterprises by boards of directors are increasingly demonstrated by spectacular bankruptcies. Therefore, the question seems appropriate: Are there modern management information systems...