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

dataset/images/led7digit-0-2-4-5-6-7-8-9_vs_1.jpg

LED Display Domain (Imbalanced: 0-2-4-5-6-7-8-9 vs 1) data set

Description
Files and additional references

Description

This section describes main characteristics of the led7digit-0-2-4-5-6-7-8-9_vs_1 data set and its attributes:

General information

LED Display Domain (Imbalanced: 0-2-4-5-6-7-8-9 vs 1) data set
Type	Imbalanced	Origin	Real world
Features	7	(Real / Integer / Nominal)	(7 / 0 / 0)
Instances	443	IR	10.97
% Positive instances	8.35	% Negative instances	91.65
Missing values?	No

Attribute description

Attribute	Domain
Led1	[0.0,1.0]
Led2	[0.0,1.0]
Led3	[0.0,1.0]
Led4	[0.0,1.0]
Led5	[0.0,1.0]
Led6	[0.0,1.0]
Led7	[0.0,1.0]
number	{positive, negative}

Additional information

A imbalanced version of the LED Display Domain data set, where the possitive examples belong to classes 0, 2, 4, 5, 6, 7, 8 and 9 and the negative examples belong to the class 1.

Files and additional references

In this section you can download some files related to the led7digit-0-2-4-5-6-7-8-9_vs_1 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 .