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

Poker Hand (Imbalanced: 8-9 vs 5) data set

Description
Files and additional references

Description

This section describes main characteristics of the poker-8-9_vs_5 data set and its attributes:

General information

Poker Hand (Imbalanced: 8-9 vs 5) data set
Type	Imbalanced	Origin	Real world
Features	10	(Real / Integer / Nominal)	(0 / 10 / 0)
Instances	2075	IR	82
% Positive instances	1.2	% Negative instances	98.8
Missing values?	No

Attribute description

Attribute	Domain
S1	[1.0,4.0]
C1	[1.0,13.0]
S2	[1.0,4.0]
C2	[1.0,13.0]
S3	[1.0,4.0]
C3	[1.0,13.0]
S4	[1.0,4.0]
C4	[1.0,13.0]
S5	[1.0,4.0]
C5	[1.0,13.0]
Class	{positive, negative}

Additional information

An imbalanced version of the Poker Hand data set, where the possitive examples belong to the classes 8-9 and the negative examples belong to the class 5.

Files and additional references

In this section you can download some files related to the poker-8-9_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 .