task_categories:tabular-classification size_categories:n<1K language:en license:cc car tabular_classification binary_classification UCI region:us
@misc{misc_car_evaluation_19,
  author       = {Bohanec,Marko},
  title        = {{Car Evaluation}},
  year         = {1997},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C5JP48}}
}
---
language:
- en
tags:
- car
- tabular_classification
- binary_classification
- UCI
pretty_name: Car evaluation
size_categories:
- n<1K
task_categories:
- tabular-classification
configs:
- car
license: cc
---
# Car
The [Car dataset](https://archive-beta.ics.uci.edu/dataset/19/car+evaluation) from the [UCI repository](https://archive-beta.ics.uci.edu).
Classify the acceptability level of a car for resale.

# Configurations and tasks
| **Configuration** | **Task**                  | **Description**         |
|-------------------|---------------------------|-------------------------|
| car               | Multiclass classification | What is the acceptability level of the car?|
| car_binary        | Binary classification     | Is the car acceptable?|


# Usage
```python
from datasets import load_dataset

dataset = load_dataset("mstz/car", "car_binary")["train"]
```