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



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

General information

Haberman (Imbalanced) data set
TypeImbalancedOriginReal world
Features 3(Real / Integer / Nominal)(0 / 3 / 0)
Instances306 IR2.78
% Positive instances26.46% Negative instances73.54
Missing values?No

Attribute description

AttributeDomain
Age[30, 83]
Year[58, 69]
Positive[0, 52]
Class{positive, negative}

Additional information

A imbalanced version of the Haberman data set, where the classes has been renamed to positive and negative.




In this section you can download some files related to the haberman 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.


 
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