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--- |
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language: |
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- en |
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tags: |
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- balloons |
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- tabular_classification |
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- binary_classification |
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- UCI |
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pretty_name: Balloons |
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size_categories: |
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- n<1K |
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task_categories: |
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- tabular-classification |
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configs: |
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- adult_or_stretch |
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- adult_and_stretch |
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- yellow_and_small |
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- yellow_and_small_or_adult_and_stretch |
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license: cc |
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--- |
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# Balloons |
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The [Balloons dataset](https://archive.ics.uci.edu/ml/datasets/Balloons) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets). |
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Predict if the given balloon is inflated. |
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# Configurations and tasks |
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| **Configuration** | **Task** | Description | |
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|--------------------------------------------|---------------------------|--------------------------------------------------------------------------------------------------| |
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| adult_or_stretch | Binary classification | Balloons are inflated if age == adult or act == stretch. | |
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| adult_and_stretch | Binary classification | Balloons are inflated if age == adult and act == stretch. | |
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| yellow_and_small | Binary classification | Balloons are inflated if color == yellow and size == small. | |
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| yellow_and_small_or_adult_and_stretch | Binary classification | Balloons are inflated if color == yellow and size == small or age == adult and act == stretch. | |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mstz/balloons", "adult_or_stretch")["train"] |
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``` |
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# Features |
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|**Feature** |**Type** | **Description** | |
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|-------------------|-----------|-------------------| |
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|`color` |`[string]` | Balloon's color. | |
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|`size` |`[string]` | Balloon's size. | |
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|`act` |`[string]` | Balloon's state. | |
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|`age` |`[string]` | Balloon's age. | |
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|`is_inflated` | `[int8]`| The inflation status of the baloon.| |
