metadata

language:
  - en
tags:
  - balloons
  - tabular_classification
  - binary_classification
pretty_name: Balloons
size_categories:
  - 100<n<10
task_categories:
  - tabular-classification
configs:
  - adult_or_stretch
  - adult_and_stretch
  - yellow_and_small
  - yellow_and_small_or_adult_and_stretch

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.