KEEL: A software tool to assess evolutionary algorithms for Data Mining problems (regression, classification, clustering, pattern mining and so on)

KEEL-dataset - data set description

Statlog - Shuttle (Imbalanced: 2 vs 5) data set

Description
Files and additional references

Description

This section describes main characteristics of the shuttle-2_vs_5 data set and its attributes:

General information

Statlog - Shuttle (Imbalanced: 2 vs 5) data set
Type	Imbalanced	Origin	Real world
Features	9	(Real / Integer / Nominal)	(0 / 9 / 0)
Instances	3316	IR	66.67
% Positive instances	1.48	% Negative instances	98.52
Missing values?	No

Attribute description

Attribute	Domain
A1	[27.0,126.0]
A2	[-4821.0,5075.0]
A3	[21.0,149.0]
A4	[-3939.0,3830.0]
A5	[-188.0,436.0]
A6	[-26739.0,15164.0]
A7	[-48.0,105.0]
A8	[-353.0,270.0]
A9	[-356.0,266.0]
Class	{positive, negative}

Additional information

An imbalanced version of the Statlog - Shuttle data set, where the possitive examples belong to the class 2 and the negative examples belong to the class 5.

Files and additional references

In this section you can download some files related to the shuttle-2_vs_5 data set:

The complete data set already formatted in KEEL format can be downloaded from here .
A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from here .
The header file associated to this data set can be downloaded from here .