Similarity Classification of Public Transit Stations

1 code implementation • 30 Dec 2020 • Hannah Bast, Patrick Brosi, Markus Näther

On all datasets, our learning-based approach achieves an F1 score of over 99%, while even the most elaborate baseline approach (based on TFIDF scores and the geographic distance) achieves an F1 score of at most 94%, and a naive approach of using a geographical distance threshold achieves an F1 score of only 75%.

Classification General Classification