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/kr-vs-k-one_vs_fifteen.jpg

Chess - King-Rook vs. King (Imbalanced: one vs fifteen) data set

Description
Files and additional references

Description

This section describes main characteristics of the kr-vs-k-one_vs_fifteen data set and its attributes:

General information

Chess - King-Rook vs. King (Imbalanced: one vs fifteen) data set
Type	Imbalanced	Origin	Real world
Features	6	(Real / Integer / Nominal)	(0 / 0 / 6)
Instances	2244	IR	27.77
% Positive instances	3.48	% Negative instances	96.52
Missing values?	No

Attribute description

Attribute	Domain
White_king_col	{a, b, c, d, e, f, g, h}
White_king_row	{1, 2, 3, 4, 5, 6, 7, 8}
White_rook_col	{a, b, c, d, e, f, g, h}
White_rook_row	{1, 2, 3, 4, 5, 6, 7, 8}
Black_king_col	{a, b, c, d, e, f, g, h}
Black_king_row	{1, 2, 3, 4, 5, 6, 7, 8}
Class	{positive, negative}

Additional information

An imbalanced version of the Chess - King-Rook vs. King data set, where the possitive examples belong to the class one and the negative examples belong to the class fifteen.

Files and additional references

In this section you can download some files related to the kr-vs-k-one_vs_fifteen 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 .