Name
Abstract | ||
|---|---|---|
This short article aims at demonstrate that the Intersection over Union (or Jaccard index) is not a submodular function. This mistake has been made in an article which is cited and used as a foundation in another article. The Intersection of Union is widely used in machine learning as a cost function especially for imbalance data and semantic segmentation. |
Year | Venue | Field |
|---|---|---|
2018 | arXiv: Learning | Mistake,Segmentation,Submodular set function,Artificial intelligence,Jaccard index,Machine learning,Mathematics |
DocType | Volume | Citations |
Journal | abs/1809.00593 | 1 |
PageRank | References | Authors |
0.43 | 0 | 2 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Tanguy Kerdoncuff | 1 | 1 | 0.43 |
| Rémi Emonet | 2 | 61 | 7.60 |