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
|
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