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KEEL-dataset - data set description
dataset/images/new-thyroid1.gif



This section describes main characteristics of the new-thyroid1 data set and its attributes:

General information

Thyroid Disease (New Thyroid) (Imbalanced: 1) data set
TypeImbalancedOriginReal world
Features 5(Real / Integer / Nominal)(4 / 1 / 0)
Instances215 IR5.14
% Positive instances16.29% Negative instances83.71
Missing values?No

Attribute description

AttributeDomain
T3resin[65, 144]
Thyroxin[0.5, 25.3]
Triiodothyronine[0.2, 10.0]
Thyroidstimulating[0.1, 56.4]
TSH_value[-0.7, 56.3]
Class{positive, negative}

Additional information

A imbalanced version of the New Thyroid data set, where the possitive examples belong to class 2 (hyperthyroidism) and the negative examples belong to the rest.




In this section you can download some files related to the new-thyroid1 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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