Datasets:
ArXiv:
License:
Update README.md
Browse files
README.md
CHANGED
|
@@ -6,9 +6,13 @@ license: unknown
|
|
| 6 |
|
| 7 |
This dataset is the tabular-data benchmark used in the CARTE paper (https://arxiv.org/abs/2402.16785)
|
| 8 |
|
| 9 |
-
|
| 10 |
|
| 11 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
|
| 13 |
- Anime Planet <br />(https://www.kaggle.com/datasets/hernan4444/animeplanet-recommendation-database-2020) <br /> This dataset contains information about anime scrapped from the website Anime-Planet. The task is to predict the average rating of the anime on this site.
|
| 14 |
- Babies R Us <br />(http://pages.cs.wisc.edu/~anhai/data/784_data/bikes/csv_files/babies_r_us.csv) <br /> Information of baby products scraped from the Babies R Us website. The task is to predict the price of baby products.
|
|
|
|
| 6 |
|
| 7 |
This dataset is the tabular-data benchmark used in the CARTE paper (https://arxiv.org/abs/2402.16785)
|
| 8 |
|
| 9 |
+
CARTE is a pretrained model for tabular data by treating each table row as a star graph and training a graph transformer on top of this representation.
|
| 10 |
|
| 11 |
+
It has the particularity of being made of tables with high-cardinality string.
|
| 12 |
+
|
| 13 |
+
The codes for CARTE can be found at https://github.com/soda-inria/carte
|
| 14 |
+
|
| 15 |
+
# Descriptions
|
| 16 |
|
| 17 |
- Anime Planet <br />(https://www.kaggle.com/datasets/hernan4444/animeplanet-recommendation-database-2020) <br /> This dataset contains information about anime scrapped from the website Anime-Planet. The task is to predict the average rating of the anime on this site.
|
| 18 |
- Babies R Us <br />(http://pages.cs.wisc.edu/~anhai/data/784_data/bikes/csv_files/babies_r_us.csv) <br /> Information of baby products scraped from the Babies R Us website. The task is to predict the price of baby products.
|