Feature Category Percent of Population Percent of Stroke Cases In-Group Stroke Percent
heart_disease heart disease 0.0235 0.1444 0.1354
avg_glucose_level high diabetes (200+) 0.0559 0.1889 0.0746
age pre-seniors (55-64) 0.1842 0.5889 0.0705
hypertension hypertension 0.0657 0.1778 0.0597
smoking_status smokes 0.1614 0.2778 0.0379
smoking_status formerly smoked 0.1433 0.2444 0.0376
age older adults(45-54) 0.1955 0.3 0.0338
bmi obesity class 2 0.1019 0.1556 0.0337
ever_married married 0.5914 0.9 0.0336
avg_glucose_level diabetic (126-199) 0.1029 0.1556 0.0333
bmi obesity class 3 0.0894 0.1333 0.0329
bmi overweight 0.2847 0.4222 0.0327
work type govt_job 0.1289 0.1778 0.0304
work type self-employed 0.1071 0.1444 0.0297
bmi obesity class 1 0.1813 0.2333 0.0284
work type private 0.5904 0.6556 0.0245
avg_glucose_level pre-diabetic (100-125) 0.2068 0.1889 0.0201
hypertension no hypertension 0.9343 0.8222 0.0194
heart_disease no heart disease 0.9765 0.8556 0.0193
avg_glucose_level normal (70-99) 0.4819 0.3667 0.0168
smoking_status never smoked 0.3638 0.2667 0.0162
avg_glucose_level hypoglycemic (<70) 0.1526 0.1 0.0144
smoking_status unknown 0.3315 0.2111 0.014
age midlife adults(34-44) 0.1685 0.0778 0.0102
ever_married never married 0.4086 0.1 0.0054
bmi normal weight 0.2634 0.0556 0.0047
work type children 0.1683 0.0222 0.0029
age children(0-17) 0.2097 0.0222 0.0023
age adults(25-34) 0.1489 0.0111 0.0016
age young adult(18-24) 0.0931 0 0
work type never_worked 0.0054 0 0
bmi underweight 0.0794 0 0