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...

Performance management is an on-going process, which has an essential component part, performance measurement, which involves the identification, supervision and communication of performance results, through the relation to a set of performance indicators. Based on the assessment results,...