# 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.|
task_categories:tabular-classification size_categories:n<1K language:en license:cc balloons tabular_classification binary_classification UCI region:us
{"language": ["en"], "license": "cc", "size_categories": ["n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "Balloons", "tags": ["balloons", "tabular_classification", "binary_classification", "UCI"], "configs": ["adult_or_stretch", "adult_and_stretch", "yellow_and_small", "yellow_and_small_or_adult_and_stretch"]}
TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #balloons #tabular_classification #binary_classification #UCI #region-us 

Balloons
========


The Balloons dataset from the UCI ML repository.
Predict if the given balloon is inflated.


Configurations and tasks
========================


Configuration: adult\_or\_stretch, Task: Binary classification, Description: Balloons are inflated if age == adult or act == stretch.
Configuration: adult\_and\_stretch, Task: Binary classification, Description: Balloons are inflated if age == adult and act == stretch.
Configuration: yellow\_and\_small, Task: Binary classification, Description: Balloons are inflated if color == yellow and size == small.
Configuration: yellow\_and\_small\_or\_adult\_and\_stretch, Task: Binary classification, Description: Balloons are inflated if color == yellow and size == small or age == adult and act == stretch.


Usage
=====


Features
========


Feature: 'color', Type: '[string]', Description: Balloon's color.
Feature: 'size', Type: '[string]', Description: Balloon's size.
Feature: 'act', Type: '[string]', Description: Balloon's state.
Feature: 'age', Type: '[string]', Description: Balloon's age.
Feature: 'is\_inflated', Type: '[int8]', Description: The inflation status of the baloon.



TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #balloons #tabular_classification #binary_classification #UCI #region-us 
