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