Evaluating citation prediction

updated: 2023-01-04
#network-science #science-of-science

Citation counts are heavily skewed, making the mean squared error (MSE) excessively in favor of exceptionally cited papers. An easy workaround is recommended in the following paper, i.e., removing zero citations, taking the log, and calculating the MSE.