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Old 12-16-2007, 09:45 AM
barnix barnix is offline
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The libSVM 2.85 (original and mt4 version) was tested with the following example:
LIBSVM -- A Library for Support Vector Machines
Heart Statlog heart disease data is a small dataset with 270 cases and 13 variables and the class variable.
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~
This dataset is about detecting heart disease.

Variables

The data consists of the following 13 variables and a class variable:
0.Class Absence or presence of heart disease: absence, presence
1. Age: numerical
2. Sex: male, female
3. Chest pain type: 1, 2, 3, 4
4. Resting blood pressure: numerical
5. Serum cholestoral in mg/dl: numerical
6. fasting blood sugar > 120 mg/d: yes, no
7. Resting electrocardiographic results: 0, 1, 2, 3
8. Maximum heart rate achieve: numerical
9. Exercise induced angina: yes, no
10. ST depression induced by exercise relative to rest: numerical
11. The slope of the peak exercise ST segment: numerical
12. Number of major vessels colored by flourosopy: 0-3
13. Thal: normal, fixed defect, reversable defect

================================================== ==
0.Class=+1,-1
1:70.000000
2:1.000000
3:4.000000
4:130.000000
5:322.000000
6:0.000000
7:2.000000
8:109.000000
9:0.000000
10:2.400000
11:2.000000
12:3.000000
13:3.000000
Attached Files
File Type: txt heart.txt (41.7 KB, 136 views)

Last edited by barnix; 12-16-2007 at 10:58 PM.
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