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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.