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

Page Blocks Classification (Imbalanced: 0) data set

Description
Files and additional references

Description

This section describes main characteristics of the page-blocks0 data set and its attributes:

General information

Page Blocks Classification (Imbalanced: 0) data set
Type	Imbalanced	Origin	Real world
Features	10	(Real / Integer / Nominal)	(4 / 6 / 0)
Instances	5472	IR	8.79
% Positive instances	10.21	% Negative instances	89.79
Missing values?	No

Attribute description

Attribute	Domain
Height	[1, 804]
Lenght	[1, 553]
Area	[7, 143993]
Eccen	[0.0070, 537.0]
P_black	[0.052, 1.0]
P_and	[0.062, 1.0]
Mean_tr	[1.0, 4955.0]
Blackpix	[1, 33017]
Blackand	[7, 46133]
Wb_trans	[1, 3212]
Class	{positive,negative}

Additional information

A imbalanced version of the Page Blocks Classification data set, where the negative examples belong to class text and the positive examples belong to the rest.

Files and additional references

In this section you can download some files related to the page-blocks0 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 .