Balloons

Data previously used in cognitive psychology experiment; 4 data sets represent different conditions of an experiment

Dataset Characteristics

Multivariate

Subject Area

Social Science

Associated Tasks

Classification

Feature Type

Categorical

# Instances

16

# Features

4

Dataset Information

Additional Information

There are four data sets representing different conditions of an experiment. All have the same attributes. a. adult-stretch.data Inflated is true if age=adult or act=stretch b. adult+stretch.data Inflated is true if age=adult and act=stretch c. small-yellow.data Inflated is true if (color=yellow and size = small) or d. small-yellow+adult-stretch.data Inflated is true if (color=yellow and size = small) or (age=adult and act=stretch)

Has Missing Values?

No

Variables Table

Variable NameRoleTypeDemographicDescriptionUnitsMissing Values
colorFeatureCategoricalno
sizeFeatureCategoricalno
actFeatureCategoricalno
ageFeatureCategoricalAgeno
inflatedTargetCategoricalno

0 to 5 of 5

Additional Variable Information

(Classes Inflated T or F) Color: yellow, purple size: large, small act: stretch, dip age: adult, child inflated: T, F

Dataset Files

FileSize
balloons.names1.1 KB
adult+stretch.data547 Bytes
yellow-small.data540 Bytes
adult-stretch.data532 Bytes
yellow-small+adult-stretch.data432 Bytes

0 to 5 of 6

Papers Citing this Dataset

A re-evaluation of the over-searching phenomenon in inductive rule learning

By Frederik Janssen, Johannes Fürnkranz. 2009

Published in In Proceedings of the SIAM International Conference on Data Mining (SDM-09.

0 to 1 of 1

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1 citations
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Creators

Michael Pazzani

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