Table · dataset · 2022
DBpedia
Listed in Hugging Face Datasets
Dataset Card for DBpedia14 Dataset
Description
Summary
The DBpedia ontology classification dataset is constructed by picking 14 non-overlapping classes from DBpedia 2014. They are listed in classes.txt. From each of thse 14 ontology classes, we randomly choose 40,000 training samples and 5,000 testing samples.
Read the rest (1 more)
Therefore, the total size of the training dataset is 560,000 and testing dataset 70,000. There are 3 columns in the dataset (same for train and test splits), corresponding to… See the full description on the dataset page: huggingface.co/datasets/fancyzhx/dbpedia_14.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/fancyzhx/dbpedia_14 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1509.01626 arxiv.org/abs/1509.01626 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/fancyzhx/dbpedia_14 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | fancyzhx/dbpedia_14 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |