Datasets:
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---
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.| |