task_categories:tabular-classification size_categories:n<1K language:en license:cc balloons tabular_classification binary_classification UCI region:us
@misc{misc_balloons_13,
  title        = {{Balloons}},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C5BP4D}}
}
---
language:
- en
tags:
- balloons
- tabular_classification
- binary_classification
- UCI
pretty_name: Balloons
size_categories:
- n<1K
task_categories:
- tabular-classification
configs:
- adult_or_stretch
- adult_and_stretch
- yellow_and_small
- yellow_and_small_or_adult_and_stretch
license: cc
---
# Balloons
The [Balloons dataset](https://archive.ics.uci.edu/ml/datasets/Balloons) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Predict if the given balloon is inflated.

# Configurations and tasks
| **Configuration**                          | **Task**                  | Description                                                                                      |
|--------------------------------------------|---------------------------|--------------------------------------------------------------------------------------------------|
| adult_or_stretch                           | Binary classification     | Balloons are inflated if age == adult or act == stretch.                                         |
| adult_and_stretch                          | Binary classification     | Balloons are inflated if age == adult and act == stretch.                                        |
| yellow_and_small                           | Binary classification     | Balloons are inflated if color == yellow and size == small.                                      |
| yellow_and_small_or_adult_and_stretch      | Binary classification     | Balloons are inflated if color == yellow and size == small or age == adult and act == stretch.   |

# Usage
```python
from datasets import load_dataset

dataset = load_dataset("mstz/balloons", "adult_or_stretch")["train"]
```

# Features
|**Feature**        |**Type**   | **Description**   |
|-------------------|-----------|-------------------|
|`color`            |`[string]` | Balloon's color.  |
|`size`             |`[string]` | Balloon's size.   |
|`act`              |`[string]` | Balloon's state.  |
|`age`              |`[string]` | Balloon's age.    |
|`is_inflated`      | `[int8]`| The inflation status of the baloon.|