--- a +++ b/README.md @@ -0,0 +1,22 @@ +## About Dataset + +This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to +this date.The "target" field refers to the presence of heart disease in the patient. It is integer valued 0 = no/less chance of heart attack and 1 = more chance of heart attack + +### 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: 0 = normal; 1 = fixed defect; 2 = reversable defect +14) target: 0= less chance of heart attack 1= more chance of heart attack + +Dataset is taken for learning purpose. Source of the data : https://archive.ics.uci.edu/ml/datasets/Heart+Disease \ No newline at end of file