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KEEL-dataset - data set description
dataset/images/glass-0-1-5_vs_2.jpg



This section describes main characteristics of the glass-0-1-5_vs_2 data set and its attributes:

General information

Glass Identification (Imbalanced: 0-1-5 vs 2) data set
TypeImbalancedOriginReal world
Features 9(Real / Integer / Nominal)(9 / 0 / 0)
Instances172 IR9.12
% Positive instances9.88% Negative instances90.12
Missing values?No

Attribute description

AttributeDomain
RI[1.51115,1.53393]
Na[10.73,17.38]
Mg[0.0,4.49]
Al[0.29,2.1197]
Si[69.81,75.41]
K[0.0,1.09917]
Ca[6.64588,16.19]
Ba[0.0,3.15]
Fe[0.0,0.51]
typeGlass{positive, negative}

Additional information

A imbalanced version of the Glass data set, where the possitive examples belong to classes 1, 2 and 6 and the negative examples belong to the class 3.




In this section you can download some files related to the glass-0-1-5_vs_2 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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