53
heart-statlog
1
**Author**:
**Source**: Unknown -
**Please cite**:
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
Relabeled values in attribute class
From: 1 To: absent
From: 2 To: present
1
ARFF
2014-04-06T23:23:06
English Public https://api.openml.org/data/v1/download/53/heart-statlog.arff
https://openml1.win.tue.nl/datasets/0000/0053/dataset_53.pq 53 class 1 https://archive.ics.uci.edu/ml/citation_policy.html HealthMedicinemythbusting_1study_1study_123study_15study_20study_29study_30study_41study_50study_52study_7study_88uci public http://archive.ics.uci.edu/ml/datasets/statlog+(heart) https://openml1.win.tue.nl/datasets/0000/0053/dataset_53.pq active
2020-11-20 20:41:46 65dd57335c2c0e458cf83b22af8db16b