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

Delta Ailerons data set

Description
Files and additional references

Description

This section describes main characteristics of the delta_ail data set and its attributes:

General information

Delta Ailerons data set
Type	Regression	Origin	Laboratory
Features	5	(Real / Integer / Nominal)	(5 / 0 / 0)
Instances	7129	Missing values?	No

Attribute description

Attribute	Domain
RollRate	[-0.0208, 0.0177]
PitchRate	[-0.0077, 0.0108]
currPitch	[-0.0060, 0.041]
currRoll	[-0.05, 0.051]
diffRollRate	[-0.0015, 8.2E-4]
Sa	[-0.0021, 0.0022]

Additional information

Please, note that this data set is different from the Ailerons data set.

This data set is obtained from the task of controlling the ailerons of a F16 aircraft, although the target variable and attributes are different from the ailerons domain. The target variable here is a variation instead of an absolute value, and there was some pre-selection of the attributes.

Files and additional references

In this section you can download some files related to the delta_ail 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 .
This is not a native data set from the KEEL project. It has been obtained from the Luís Torgo\'s web page. The original page where the data set can be found is: http://www.liaad.up.pt/~ltorgo/Regression/DataSets.html.