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数据集:
mstz/balloons
英文气球
来自 UCI ML repository 的 Balloons dataset 个气球。预测给定的气球是否被充气。
配置和任务
| 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. |
用法
from datasets import load_dataset
dataset = load_dataset("mstz/balloons", "adult_or_stretch")["train"]
特点
| 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. |