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KEEL-dataset - data set description
dataset/images/elevators.jpg



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

General information

Elevators data set
TypeRegressionOriginReal world
Features 18(Real / Integer / Nominal)(14 / 4 / 0)
Instances16599Missing values?No

Attribute description

AttributeDomainAttributeDomain
ClimbRate[-993,973]SaTime1[-0.0035,0.0]
Sgz[-99,94]SaTime2[-0.0035,0.0]
P[-1.37,1.09]SaTime3[-0.0035,0.0]
Q[-0.45,0.69]SaTime4[-0.0034,0.0]
CurRoll[-3.0,2.9]DiffSaTime1[-0.0007,0.0007]
AbsRoll[-23,-3]DiffSaTime2[0.0,0.0002]
DiffClb[-56,45]DiffSaTime3[-0.0006,0.0005]
DiffRollRate[-0.084,0.056]DiffSaTime4[0.0,0.0002]
DiffDiffClb[-8.3,8.5]Sa[-0.0034,0.0]
Goal[0.012,0.078]

Additional information

This data set is also obtained from the task of controlling a F16 aircraft, although the target variable and attributes are different from the ailerons domain. In this case the goal variable is related to an action taken on the elevators of the aircraft.




In this section you can download some files related to the elevators 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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