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KEEL-dataset - data set description
dataset/images/glass-0-4_vs_5.jpg



This section describes main characteristics of the glass-0-4_vs_5 data set and its attributes:

General information

Glass Identification (Imbalanced: 0-4 vs 5) data set
TypeImbalancedOriginReal world
Features 9(Real / Integer / Nominal)(9 / 0 / 0)
Instances92 IR9.22
% Positive instances9.78% Negative instances90.22
Missing values?No

Attribute description

AttributeDomain
RI[1.51115,1.52666318]
Na[11.02925,17.38]
Mg[0.0,4.49]
Al[0.29,3.5]
Si[69.8884,75.41]
K[0.0,6.21]
Ca[5.87116,12.49932]
Ba[0.0,2.1987]
Fe[0.0,0.459]
typeGlass{positive, negative}

Additional information

A imbalanced version of the Glass data set, where the possitive examples belong to classes 1 and 5 and the negative examples belong to the class 6.




In this section you can download some files related to the glass-0-4_vs_5 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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