task_categories:tabular-classification size_categories:n<1K language:en license:cc australian_credit tabular_classification binary_classification UCI region:us
@misc{misc_statlog_(australian_credit_approval)_143,
  author       = {Quinlan,Ross},
  title        = {{Statlog (Australian Credit Approval)}},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C59012}}
}
---
language:
- en
tags:
- australian_credit
- tabular_classification
- binary_classification
- UCI
pretty_name: Australian Credit
size_categories:
- n<1K
task_categories:
- tabular-classification
configs:
- australian_credit
license: cc
---
# Australian Credit
The [Australian Credit](https://archive-beta.ics.uci.edu/dataset/143/statlog+australian+credit+approval) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Classification of loan approval.


# Configurations and tasks
| **Configuration** | **Task**                  | **Description**         |
|-------------------|---------------------------|-------------------------|
| australian_credit | Binary classification     | Is the loan granted?    |


# Usage
```python
from datasets import load_dataset

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


# Features
Target feature changes according to the selected configuration and is always in last position in the dataset.