The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity

Evelien Schat, Rens van de Schoot, Wouter M. Kouw +2

In a broad range of fields it may be desirable to reuse a supervised classification algorithm and apply it to a new data set. However, generalization of such an algorithm and thus…