View datasets-UCI hypothyroid (public)

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Summary

(No information yet)

License
unknown (from Weka repository)
Dependencies
Tags
arff slurped Weka
Attribute Types
Integer,Floating Point,String
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# Instances: 3772 / # Attributes: 30
HDF5 (3.5 MB) XML CSV ARFF LibSVM Matlab Octave

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Original Data Format
arff
Name
hypothyroid
Version mldata
0
Comment

; ; Thyroid disease records supplied by the Garavan Institute and J. Ross ; Quinlan, New South Wales Institute, Syndney, Australia. ; ; 1987. ;

hypothyroid, primary hypothyroid, compensated hypothyroid, secondary hypothyroid, negative. | classes

age: continuous. sex: M, F. on thyroxine: f, t. query on thyroxine: f, t. on antithyroid medication: f, t. sick: f, t. pregnant: f, t. thyroid surgery: f, t. I131 treatment: f, t. query hypothyroid: f, t. query hyperthyroid: f, t. lithium: f, t. goitre: f, t. tumor: f, t. hypopituitary: f, t. psych: f, t. TSH measured: f, t. TSH: continuous. T3 measured: f, t. T3: continuous. TT4 measured: f, t. TT4: continuous. T4U measured: f, t. T4U: continuous. FTI measured: f, t. FTI: continuous. TBG measured: f, t. TBG: continuous. referral source: WEST, STMW, SVHC, SVI, SVHD, other.

Num Instances: 3772 Num Attributes: 30 Num Continuous: 7 (Int 1 / Real 6) Num Discrete: 23 Missing values: 6064 / 5.4% 

name                      type enum ints real     missing    distinct  (1)

1 'age' Int 0% 100% 0% 1 / 0% 93 / 2% 0% 2 'sex' Enum 96% 0% 0% 150 / 4% 2 / 0% 0% 3 'on thyroxine' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 4 'query on thyroxine' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 5 'on antithyroid medicati Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 6 'sick' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 7 'pregnant' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 8 'thyroid surgery' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 9 'I131 treatment' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 10 'query hypothyroid' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 11 'query hyperthyroid' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 12 'lithium' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 13 'goitre' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 14 'tumor' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 15 'hypopituitary' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 16 'psych' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 17 'TSH measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 18 'TSH' Real 0% 11% 79% 369 / 10% 287 / 8% 2% 19 'T3 measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 20 'T3' Real 0% 9% 71% 769 / 20% 69 / 2% 0% 21 'TT4 measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 22 'TT4' Real 0% 94% 0% 231 / 6% 241 / 6% 1% 23 'T4U measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 24 'T4U' Real 0% 2% 87% 387 / 10% 146 / 4% 1% 25 'FTI measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% 26 'FTI' Real 0% 90% 0% 385 / 10% 234 / 6% 2% 27 'TBG measured' Enum 100% 0% 0% 0 / 0% 1 / 0% 0% 28 'TBG' Real 0% 0% 0% 3772 /100% 0 / 0% 0% 29 'referral source' Enum 100% 0% 0% 0 / 0% 5 / 0% 0% 30 'Class' Enum 100% 0% 0% 0 / 0% 4 / 0% 0%

Names
age,sex,on thyroxine,query on thyroxine,on antithyroid medication,sick,pregnant,thyroid surgery,I131 treatment,query hypothyroid,
Types
  1. numeric
  2. nominal:F,M
  3. nominal:f,t
  4. nominal:f,t
  5. nominal:f,t
  6. nominal:f,t
  7. nominal:f,t
  8. nominal:f,t
  9. nominal:f,t
  10. nominal:f,t
Data (first 10 data points)
    age sex on t... quer... on a... sick preg... thyr... I131... quer... ...
    41 F f f f f f f f f ...
    23 F f f f f f f f f ...
    46 M f f f f f f f f ...
    70 F t f f f f f f f ...
    70 F f f f f f f f f ...
    18 F t f f f f f f f ...
    59 F f f f f f f f f ...
    80 F f f f f f f f f ...
    66 F f f f f f f f f ...
    68 M f f f f f f f f ...
    ... ... ... ... ... ... ... ... ... ... ...
Description

A jarfile containing 37 classification problems, originally obtained from the UCI repository (datasets-UCI.jar, 1,190,961 Bytes).

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    Data Source
    http://www.ics.uci.edu/~mlearn/MLRepository.html
    Measurement Details
    Usage Scenario
    revision 1
    by mldata on 2010-11-06 09:57

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