Machine Learning to Assess Relatedness: The Advantage of Using Firm-Level Data

Figure 3

Model comparison in assessing firms’ relatedness. Each vertex refers to a performance indicator normalized with respect to a product space built on firms. Models built on countries perform worse than the RCA benchmark. Taxonomy network performs better than the product space. The random forest trained on firms results to be the best model overall.