task_categories:tabular-classification size_categories:n<1K language:en license:cc mammography tabular_classification binary_classification UCI region:us
@misc{misc_mammographic_mass_161,
  author       = {Elter,Matthias},
  title        = {{Mammographic Mass}},
  year         = {2007},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C53K6Z}}
}
---
language:
- en
tags:
- mammography
- tabular_classification
- binary_classification
- UCI
pretty_name: Mammography
size_categories:
- n<1K
task_categories:
- tabular-classification
configs:
- mammography
license: cc
---
# Mammography
The [Mammography dataset](https://archive.ics.uci.edu/ml/datasets/Mammography) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).

# Configurations and tasks
| **Configuration** | **Task**                  | **Description**        |
|-------------------|---------------------------|------------------------|
| mammography       | Binary classification     | Is the lesion benign?  |


# Usage
```python
from datasets import load_dataset

dataset = load_dataset("mstz/mammography")["train"]
```