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KEEL-dataset - data set description
dataset/images/glass-0-1-6_vs_5.jpg
Glass Identification (Imbalanced: 0-1-6 vs 5) data set


Main Description

This section describes main characteristics of the glass-0-1-6_vs_5 data set and its attributes:

General information

Glass Identification (Imbalanced: 0-1-6 vs 5) data set
TypeImbalancedOriginReal world
Features 9(Real / Integer / Nominal)(9 / 0 / 0)
Instances184 IR19.44
% Positive instances4.89% Negative instances95.11
Missing values?No

Attribute description

AttributeDomain
RI[1.51115, 1.53393]
Na[10.73, 17.38]
Mg[0.0, 4.49]
Al[0.29, 2.88047]
Si[69.81, 75.41]
K[0.0, 2.70135]
Ca[5.43, 16.19]
Ba[0.0, 3.15]
Fe[0.0, 0.51]
Class{positive,negative}

Additional information

A imbalanced version of the Glass data set, where the possitive examples belong to class 5 and the negative examples belong to classes 0, 1 and 6.



Main Files and additional references

In this section you can download some files related to the glass-0-1-6_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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