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

Tic-Tac-Toe Endgame data set

Description
Files and additional references

Description

This section describes main characteristics of the tic-tac-toe data set and its attributes:

General information

Tic-Tac-Toe Endgame data set
Type	Classification	Origin	Real world
Features	9	(Real / Integer / Nominal)	(0 / 0 / 9)
Instances	958	Classes	2
Missing values?			No

Attribute description

Attribute	Domain
TopLeft	{x, o, b}
TopMiddle	{x, o, b}
TopRight	{x, o, b}
MiddleLeft	{x, o, b}
MiddleMiddle	{x, o, b}
MiddleRight	{x, o, b}
BottomLeft	{x, o, b}
BottomMiddle	{x, o, b}
BottomRight	{x, o, b}
Class	{positive, negative}

Additional information

This database encodes the complete set of possible board configurations at the end of tic-tac-toe games, where x is assumed to have played first. The target concept is win for x (i.e., true when x has one of 8 possible ways to create a three-in-a-row).

Attributes description:

1. TopLeft -> top-left-square: {x,o,b}
2. TopMiddle -> top-middle-square: {x,o,b}
3. TopRight -> top-right-square: {x,o,b}
4. MiddleLeft -> middle-left-square: {x,o,b}
5. MiddleMiddle -> middle-middle-square: {x,o,b}
6. MiddleRight -> middle-right-square: {x,o,b}
7. BottomLeft -> bottom-left-square: {x,o,b}
8. BottomMiddle -> bottom-middle-square: {x,o,b}
9. BottomRight -> bottom-right-square: {x,o,b}

Files and additional references

In this section you can download some files related to the tic-tac-toe 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 10-folds cross validation procedure 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 .
This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning Repository. The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Tic-Tac-Toe+Endgame.