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



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

General information

House-16H data set
TypeRegressionOriginReal world
Features 16(Real / Integer / Nominal)(10 / 6 / 0)
Instances22784Missing values?No

Attribute description

AttributeDomainAttributeDomain
P1[2,7322564]P18p2[0,0.125]
P5p1[0.125,0.9230769]P27p4[0,0.7057357]
P6p2[0,1]H2p2[0,0.9751773]
P11p4[0,0.9172546]H8p2[0,1]
P14p9[0,0.5118719]H10p1[0.0032573,1]
P15p1[0.0541562,1]H13p1[0,1]
P15p3[0,0.9433249]H18pA[0,1]
P16p2[0.2337023,1]H40p4[0,1]
Price[0,500001]

Additional information

This database was designed on the basis of data provided by US Census Bureau. The data were collected as part of the 1990 US census. These are mostly counts cumulated at different survey levels.

The task is to predicting the median price of the house in the region based on demographic composition and a state of housing market in the region.




In this section you can download some files related to the house 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 Bilkent University Function Approximation Repository. The original page where the data set can be found is: http://funapp.cs.bilkent.edu.tr/DataSets/.


 
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