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KEEL-dataset - data set description
dataset/images/ailerons.jpg
Ailerons data set


Main Description

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

General information

Ailerons data set
TypeRegressionOriginReal world
Features 40(Real / Integer / Nominal)(36 / 4 / 0)
Instances13750Missing values?No

Attribute description

AttributeDomainAttributeDomainAttributeDomain
ClimbRate[-975,977]SeTime5[0.012,0.078]DiffSeTime4[-0.0020,0.0020]
Sgz[-99,94]SeTime6[0.012,0.078]DiffSeTime5[-0.0080,0.0030]
P[-1.53,1.06]SeTime7[0.012,0.078]DiffSeTime6[-0.0040,0.0]
Q[-0.54,0.62]SeTime8[0.012,0.078]DiffSeTime7[-0.0050,0.0040]
CurPitch[-0.42,2.58]SeTime9[0.012,0.078]DiffSeTime8[-0.0010,0.0010]
CurRoll[-3.1,2.9]SeTime10[0.012,0.074]DiffSeTime9[-0.0060,0.0030]
AbsRoll[-23,-3]SeTime11[0.012,0.074]DiffSeTime10[-0.0060,0.0060]
DiffClb[-62,46]SeTime12[0.012,0.074]DiffSeTime11[-0.0060,0.0050]
DiffRollRate[-0.099,0.056]SeTime13[0.012,0.074]DiffSeTime12[-0.0040,0.0020]
DiffDiffClb[-8.8,15.5]SeTime14[0.012,0.073]DiffSeTime13[-0.0060,0.0070]
SeTime1[0.012,0.078]DiffSeTime1[-0.0050,0.0040]DiffSeTime14[-0.0030,0.0010]
SeTime2[0.012,0.078]DiffSeTime2[-0.0010,0.0010]Alpha[0.4,2.0]
SeTime3[0.012,0.078]DiffSeTime3[-0.0060,0.0040]Se[0.012,0.073]
SeTime4[0.012,0.078]Goal[-0.0036,0.0]

Additional information

This data set addresses a control problem, namely flying a F16 aircraft. The attributes describe the status of the aeroplane, while the goal is to predict the control action on the ailerons of the aircraft.



Main Files and additional references

In this section you can download some files related to the ailerons data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the LLIACC repository. The original page where the data set can be found is: http://www.liaad.up.pt/~ltorgo/Regression/DataSets.html.

 
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