| --- |
| 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.| |
