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Diffstat (limited to 'sourcecodes/bnt-master/SLP/examples/UCI_DataSets/heart.doc')
| -rw-r--r-- | sourcecodes/bnt-master/SLP/examples/UCI_DataSets/heart.doc | 44 |
1 files changed, 44 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/SLP/examples/UCI_DataSets/heart.doc b/sourcecodes/bnt-master/SLP/examples/UCI_DataSets/heart.doc new file mode 100644 index 00000000..a75fa046 --- /dev/null +++ b/sourcecodes/bnt-master/SLP/examples/UCI_DataSets/heart.doc @@ -0,0 +1,44 @@ +This database contains 13 attributes (which have been extracted from +a larger set of 75) + + + +Attribute Information: +------------------------ + -- 1. age + -- 2. sex + -- 3. chest pain type (4 values) + -- 4. resting blood pressure + -- 5. serum cholestoral in mg/dl + -- 6. fasting blood sugar > 120 mg/dl + -- 7. resting electrocardiographic results (values 0,1,2) + -- 8. maximum heart rate achieved + -- 9. exercise induced angina + -- 10. oldpeak = ST depression induced by exercise relative to rest + -- 11. the slope of the peak exercise ST segment + -- 12. number of major vessels (0-3) colored by flourosopy + -- 13. thal: 3 = normal; 6 = fixed defect; 7 = reversable defect + +Attributes types +----------------- + +Real: 1,4,5,8,10,12 +Ordered:11, +Binary: 2,6,9 +Nominal:7,3,13 + +Variable to be predicted +------------------------ +Absence (1) or presence (2) of heart disease + +Cost Matrix + + abse pres +absence 0 1 +presence 5 0 + +where the rows represent the true values and the columns the predicted. + +No missing values. + +270 observations |