A data frame containing 270 observations on 14 variables.
- age
age in years.
- sex
binary variable indicating sex.
- chest_pain_type
factor variable indicating the chest pain type, with levels typical angina
, atypical angina
, non-anginal pain
and asymptomatic
.
- resting_blood_pressure
resting blood pressure.
- serum_colestoral
serum cholesterol in mg/dl.
- fasting_blood_sugar
binary variable indicating if fasting blood sugar > 120 mg/dl.
- resting_electrocardiographic_results
factor variable indicating resting electrocardiographic results, with levels 0
: normal, 1
: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV) and 2
: showing probable or definite left ventricular hypertrophy by Estes' criteria.
- maximum_heart_rate
the maximum heart rate achieved.
- exercise_induced_angina
binary variable indicating the presence of exercise induced angina.
- oldpeak
oldpeak = ST depression induced by exercise relative to rest.
- slope_of_the_peak
ordered factor variable describing the slope of the peak exercise ST segment, with levels upsloping
, flat
and downsloping
.
- major_vessels
number of major vessels colored by flouroscopy.
- thal
factor variable thal, with levels normal
, fixed defect
and reversible defect
.
- heart_disease
binary variable indicating the presence
or absence
of heart disease.