toyml: Toy multi-label dataset.

Description Usage Format Details Source

Description

A toy multi-label dataset is a synthetic dataset generated by the tool http://sites.labic.icmc.usp.br/mldatagen/ using the Hyperspheres strategy. Its purpose is to be used for small tests and examples.

Usage

1

Format

A mldr object with 100 instances, 10 features and 5 labels:

att1

Relevant numeric attribute between (-1 and 1)

att2

Relevant numeric attribute between (-1 and 1)

att3

Relevant numeric attribute between (-1 and 1)

att4

Relevant numeric attribute between (-1 and 1)

att5

Relevant numeric attribute between (-1 and 1)

att6

Relevant numeric attribute between (-1 and 1)

att7

Relevant numeric attribute between (-1 and 1)

iatt8

Irrelevant numeric attribute between (-1 and 1)

iatt9

Irrelevant numeric attribute between (-1 and 1)

ratt10

Redundant numeric attribute between (-1 and 1)

y1

Label 'y1' - Frequency: 0.17

y2

Label 'y2' - Frequency: 0.78

y3

Label 'y3' - Frequency: 0.19

y4

Label 'y4' - Frequency: 0.69

y5

Label 'y5' - Frequency: 0.17

Details

General Information

Source

Generated by http://sites.labic.icmc.usp.br/mldatagen/ Configuration:


utiml documentation built on May 31, 2021, 9:09 a.m.