This section describes main characteristics of the new-thyroid data set and its attributes:
General information
Thyroid Disease (New Thyroid) Multi-class Imbalanced data set |
Type | Imbalanced | Origin | Real world |
Features | 5 | (Real / Integer / Nominal) | (4 / 1 / 0) |
Instances | 215 |
IR | 4.84 |
% Positive instances | 17.12 | % Negative instances | 82.88 | Missing values? | No |
Attribute description
Attribute | Domain |
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 | {normal, hyper, hypo} |
Additional information
An imbalanced version of the Thyroid Disease (New Thyroid) data set, where there are some classes with a small number of examples while other classes have a large number of examples.
In this section you can download some files related to the new-thyroid data set:
- The complete data set already formatted in KEEL format can be downloaded from
here.
- A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from here.
- The header file associated to this data set can be downloaded from here.
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