age
int8 28
65
| is_male
bool 2
classes | type_of_chest_pain
stringclasses 4
values | resting_blood_pressure
float32 92
200
| serum_cholesterol
float32 85
603
| fasting_blood_sugar
float32 0
1
| rest_electrocardiographic_type
stringclasses 3
values | maximum_heart_rate
float32 82
190
| has_exercise_induced_angina
bool 1
class | depression_induced_by_exercise
float32 0
5
| has_hearth_disease
class label 2
classes |
---|---|---|---|---|---|---|---|---|---|---|
40 | false | asymptomatic | 150 | 392 | 0 | 0 | 130 | true | 2 | 1yes
|
43 | true | typical angina | 120 | 291 | 0 | 1 | 155 | true | 0 | 1yes
|
45 | true | asymptomatic | 130 | 219 | 0 | 1 | 130 | true | 1 | 1yes
|
46 | true | asymptomatic | 120 | 231 | 0 | 0 | 115 | true | 0 | 1yes
|
46 | true | asymptomatic | 130 | 222 | 0 | 0 | 112 | true | 0 | 1yes
|
48 | true | asymptomatic | 122 | 275 | 1 | 1 | 150 | true | 2 | 1yes
|
48 | true | asymptomatic | 160 | 193 | 0 | 0 | 102 | true | 3 | 1yes
|
48 | true | asymptomatic | 160 | 329 | 0 | 0 | 92 | true | 1.5 | 1yes
|
48 | true | asymptomatic | 160 | 355 | 0 | 0 | 99 | true | 2 | 1yes
|
50 | true | asymptomatic | 130 | 233 | 0 | 0 | 121 | true | 2 | 1yes
|
52 | true | asymptomatic | 120 | 182 | 0 | 0 | 150 | true | 0 | 1yes
|
53 | true | asymptomatic | 120 | 246 | 0 | 0 | 116 | true | 0 | 1yes
|
54 | true | non-anginal pain | 120 | 237 | 0 | 0 | 150 | true | 1.5 | 1yes
|
54 | true | asymptomatic | 130 | 242 | 0 | 0 | 91 | true | 1 | 1yes
|
54 | true | asymptomatic | 130 | 603 | 1 | 0 | 125 | true | 1 | 1yes
|
54 | true | asymptomatic | 200 | 198 | 0 | 0 | 142 | true | 2 | 1yes
|
55 | true | asymptomatic | 140 | 268 | 0 | 0 | 128 | true | 1.5 | 1yes
|
56 | true | asymptomatic | 150 | 213 | 1 | 0 | 125 | true | 1 | 1yes
|
57 | true | asymptomatic | 150 | 255 | 0 | 0 | 92 | true | 3 | 1yes
|
58 | true | non-anginal pain | 160 | 211 | 1 | 1 | 92 | true | 0 | 1yes
|
58 | true | asymptomatic | 130 | 263 | 0 | 0 | 140 | true | 2 | 1yes
|
41 | true | asymptomatic | 130 | 172 | 0 | 1 | 130 | true | 2 | 1yes
|
43 | true | asymptomatic | 120 | 175 | 0 | 0 | 120 | true | 1 | 1yes
|
44 | true | atypical angina | 150 | 288 | 0 | 0 | 150 | true | 3 | 1yes
|
44 | true | asymptomatic | 130 | 290 | 0 | 0 | 100 | true | 2 | 1yes
|
46 | true | typical angina | 140 | 272 | 1 | 0 | 175 | true | 2 | 1yes
|
47 | false | non-anginal pain | 135 | 248 | 1 | 0 | 170 | true | 0 | 1yes
|
48 | false | asymptomatic | 138 | 214 | 0 | 0 | 108 | true | 1.5 | 1yes
|
49 | true | asymptomatic | 130 | 341 | 0 | 0 | 120 | true | 1 | 1yes
|
49 | true | asymptomatic | 140 | 234 | 0 | 0 | 140 | true | 1 | 1yes
|
51 | true | non-anginal pain | 135 | 160 | 0 | 0 | 150 | true | 2 | 1yes
|
52 | true | asymptomatic | 112 | 342 | 0 | 1 | 96 | true | 1 | 1yes
|
52 | true | asymptomatic | 130 | 298 | 0 | 0 | 110 | true | 1 | 1yes
|
52 | true | asymptomatic | 140 | 404 | 0 | 0 | 124 | true | 2 | 1yes
|
52 | true | asymptomatic | 160 | 246 | 0 | 1 | 82 | true | 4 | 1yes
|
53 | true | non-anginal pain | 145 | 518 | 0 | 0 | 130 | true | 0 | 1yes
|
53 | true | asymptomatic | 180 | 285 | 0 | 1 | 120 | true | 1.5 | 1yes
|
54 | true | asymptomatic | 140 | 216 | 0 | 0 | 105 | true | 1.5 | 1yes
|
55 | true | atypical angina | 160 | 292 | 1 | 0 | 143 | true | 2 | 1yes
|
55 | true | asymptomatic | 145 | 248 | 0 | 0 | 96 | true | 2 | 1yes
|
56 | false | atypical angina | 120 | 279 | 0 | 0 | 150 | true | 1 | 1yes
|
56 | true | asymptomatic | 150 | 230 | 0 | 1 | 124 | true | 1.5 | 1yes
|
56 | true | asymptomatic | 170 | 388 | 0 | 1 | 122 | true | 2 | 1yes
|
58 | true | atypical angina | 136 | 164 | 0 | 1 | 99 | true | 2 | 1yes
|
59 | true | asymptomatic | 140 | 264 | 1 | 2 | 119 | true | 0 | 1yes
|
65 | true | asymptomatic | 170 | 263 | 1 | 0 | 112 | true | 2 | 1yes
|
41 | true | asymptomatic | 120 | 336 | 0 | 0 | 118 | true | 3 | 1yes
|
43 | true | asymptomatic | 140 | 288 | 0 | 0 | 135 | true | 2 | 1yes
|
44 | true | asymptomatic | 135 | 491 | 0 | 0 | 135 | true | 0 | 1yes
|
47 | false | asymptomatic | 120 | 205 | 0 | 0 | 98 | true | 2 | 1yes
|
47 | true | asymptomatic | 160 | 291 | 0 | 1 | 158 | true | 3 | 1yes
|
49 | true | asymptomatic | 128 | 212 | 0 | 0 | 96 | true | 0 | 1yes
|
49 | true | asymptomatic | 150 | 222 | 0 | 0 | 122 | true | 2 | 1yes
|
50 | true | asymptomatic | 140 | 231 | 0 | 1 | 140 | true | 5 | 1yes
|
50 | true | asymptomatic | 140 | 341 | 0 | 1 | 125 | true | 2.5 | 1yes
|
52 | true | asymptomatic | 140 | 266 | 0 | 0 | 134 | true | 2 | 1yes
|
52 | true | asymptomatic | 160 | 331 | 0 | 0 | 94 | true | 2.5 | 1yes
|
54 | false | non-anginal pain | 130 | 294 | 0 | 1 | 100 | true | 0 | 1yes
|
56 | true | asymptomatic | 155 | 342 | 1 | 0 | 150 | true | 3 | 1yes
|
58 | false | atypical angina | 180 | 393 | 0 | 0 | 110 | true | 1 | 1yes
|
65 | true | asymptomatic | 130 | 275 | 0 | 1 | 115 | true | 1 | 1yes
|