Downloaded from ISLR authors page: http://faculty.marshall.usc.edu/gareth-james/ISL/Heart.csv Same as UCI dataset https://archive.ics.uci.edu/ml/datasets/heart+disease #0 "X1" index #1 "Age" age in years #2 "Sex" (Qualitative) sex (1 = male; 0 = female) #3 "ChestPain" (Qualitative) chest pain type -- Value 1: typical angina -- Value 2: atypical angina -- Value 3: non-anginal pain -- Value 4: asymptomatic #4 "RestBP" resting blood pressure (in mm Hg on admission to the hospital) #5 "Chol" serum cholestoral in mg/dl #6 "Fbs" (Qualitative) fasting blood sugar > 120 mg/dl (1 = true; 0 = false) #7 "RestECG" (Qualitative) resting electrocardiographic results -- Value 0: normal -- Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV) -- Value 2: showing probable or definite left ventricular hypertrophy by Estes' criteria #8 "MaxHR" maximum heart rate achieved #9 "ExAng" (Qualitative) exercise induced angina (1 = yes; 0 = no) #10 "Oldpeak" oldpeak = ST depression induced by exercise relative to rest #11 "Slope" the slope of the peak exercise ST segment #12 "Ca" number of major vessels (0-3) colored by flourosopy #13 "Thal" (Qualitative) Thalium stress test 3 = normal; 6 = fixed defect; 7 = reversable defect #14 "AHD" (Qualitative)(Response) Yes/No based on an angiographic test diagnosis of heart disease (angiographic disease status) -- Value 0: < 50% diameter narrowing -- Value 1: > 50% diameter narrowing (in any major vessel: attributes 59 through 68 are vessels)