数据集:
mstz/balloons
The Balloons dataset from the UCI ML repository . Predict if the given balloon is inflated.
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. |
from datasets import load_dataset dataset = load_dataset("mstz/balloons", "adult_or_stretch")["train"]
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. |