Datasets:
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---
language:
- en
tags:
- balloons
- tabular_classification
- binary_classification
pretty_name: Balloons
size_categories:
- 100<n<10
task_categories: # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- adult_or_stretch
- adult_and_stretch
- yellow_and_small
- yellow_and_small_or_adult_and_stretch
---
# 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. |
|