I-Feng Wu

On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations

Prediction using the ground truth sounds like an oxymoron in machine learning. However, such an unrealistic setting was used in hundreds, if not thousands of papers in the area of finding graph representations. To evaluate the multi-label problem of node classification by using the obtained represen…