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Balloons
The Balloons dataset from the UCI ML repository. 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
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. |
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