Age
int64
Sex
int64
Chest pain type
int64
BP
int64
Cholesterol
int64
FBS over 120
int64
EKG results
int64
Max HR
int64
Exercise angina
int64
ST depression
float64
Slope of ST
int64
Number of vessels fluro
int64
Thallium
int64
Heart Disease
string
44
0
3
108
141
0
0
175
0
0.6
2
0
3
Absence
67
1
4
120
237
0
0
71
0
1
2
0
3
Presence
49
0
4
130
269
0
0
163
0
0
1
0
3
Absence
57
1
4
165
289
1
2
124
0
1
2
3
7
Presence
63
1
4
130
254
0
2
147
0
1.4
2
1
7
Presence
48
1
4
124
274
0
2
166
0
0.5
2
0
7
Presence
51
1
3
100
222
0
0
143
1
1.2
2
0
3
Absence
60
0
4
150
258
0
2
157
0
2.6
2
2
7
Presence
59
1
4
140
177
0
0
162
1
0
1
1
7
Presence
45
0
2
112
160
0
0
138
0
0
2
0
3
Absence
55
0
4
180
327
0
1
117
1
3.4
2
0
3
Presence
41
1
2
110
235
0
0
153
0
0
1
0
3
Absence
60
0
4
158
305
0
2
161
0
0
1
0
3
Presence
54
0
3
135
304
1
0
170
0
0
1
0
3
Absence
42
1
2
120
295
0
0
162
0
0
1
0
3
Absence
49
0
2
134
271
0
0
162
0
0
2
0
3
Absence
46
1
4
120
249
0
2
144
0
0.8
1
0
7
Presence
56
0
4
200
288
1
2
133
1
4
3
2
7
Presence
66
0
1
150
226
0
0
114
0
2.6
3
0
3
Absence
56
1
4
130
283
1
2
103
1
1.6
3
0
7
Presence
49
1
3
120
188
0
0
139
0
2
2
3
7
Presence
54
1
4
122
286
0
2
116
1
3.2
2
2
3
Presence
57
1
4
152
274
0
0
88
1
1.2
2
1
7
Presence
65
0
3
160
360
0
2
151
0
0.8
1
0
3
Absence
54
1
3
125
273
0
2
152
0
0.5
3
1
3
Absence
54
0
3
160
201
0
0
163
0
0
1
1
3
Absence
62
1
4
120
267
0
0
99
1
1.8
2
2
7
Presence
52
0
3
136
196
0
2
169
0
0.1
2
0
3
Absence
52
1
2
134
201
0
0
158
0
0.8
1
1
3
Absence
60
1
4
117
230
1
0
160
1
1.4
1
2
7
Presence
63
0
4
108
269
0
0
169
1
1.8
2
2
3
Presence
66
1
4
112
212
0
2
132
1
0.1
1
1
3
Presence
42
1
4
140
226
0
0
178
0
0
1
0
3
Absence
64
1
4
120
246
0
2
96
1
2.2
3
1
3
Presence
54
1
3
150
232
0
2
165
0
1.6
1
0
7
Absence
46
0
3
142
177
0
2
160
1
1.4
3
0
3
Absence
67
0
3
152
277
0
0
172
0
0
1
1
3
Absence
56
1
4
125
249
1
2
144
1
1.2
2
1
3
Presence
34
0
2
118
210
0
0
192
0
0.7
1
0
3
Absence
57
1
4
132
207
0
0
168
1
0
1
0
7
Absence
64
1
4
145
212
0
2
132
0
2
2
2
6
Presence
59
1
4
138
271
0
2
182
0
0
1
0
3
Absence
50
1
3
140
233
0
0
163
0
0.6
2
1
7
Presence
51
1
1
125
213
0
2
125
1
1.4
1
1
3
Absence
54
1
2
192
283
0
2
195
0
0
1
1
7
Presence
53
1
4
123
282
0
0
95
1
2
2
2
7
Presence
52
1
4
112
230
0
0
160
0
0
1
1
3
Presence
40
1
4
110
167
0
2
114
1
2
2
0
7
Presence
58
1
3
132
224
0
2
173
0
3.2
1
2
7
Presence
41
0
3
112
268
0
2
172
1
0
1
0
3
Absence
41
1
3
112
250
0
0
179
0
0
1
0
3
Absence
50
0
3
120
219
0
0
158
0
1.6
2
0
3
Absence
54
0
3
108
267
0
2
167
0
0
1
0
3
Absence
64
0
4
130
303
0
0
122
0
2
2
2
3
Absence
51
0
3
130
256
0
2
149
0
0.5
1
0
3
Absence
46
0
2
105
204
0
0
172
0
0
1
0
3
Absence
55
1
4
140
217
0
0
111
1
5.6
3
0
7
Presence
45
1
2
128
308
0
2
170
0
0
1
0
3
Absence
56
1
1
120
193
0
2
162
0
1.9
2
0
7
Absence
66
0
4
178
228
1
0
165
1
1
2
2
7
Presence
38
1
1
120
231
0
0
182
1
3.8
2
0
7
Presence
62
0
4
150
244
0
0
154
1
1.4
2
0
3
Presence
55
1
2
130
262
0
0
155
0
0
1
0
3
Absence
58
1
4
128
259
0
2
130
1
3
2
2
7
Presence
43
1
4
110
211
0
0
161
0
0
1
0
7
Absence
64
0
4
180
325
0
0
154
1
0
1
0
3
Absence
50
0
4
110
254
0
2
159
0
0
1
0
3
Absence
53
1
3
130
197
1
2
152
0
1.2
3
0
3
Absence
45
0
4
138
236
0
2
152
1
0.2
2
0
3
Absence
65
1
1
138
282
1
2
174
0
1.4
2
1
3
Presence
69
1
1
160
234
1
2
131
0
0.1
2
1
3
Absence
69
1
3
140
254
0
2
146
0
2
2
3
7
Presence
67
1
4
100
299
0
2
125
1
0.9
2
2
3
Presence
68
0
3
120
211
0
2
115
0
1.5
2
0
3
Absence
34
1
1
118
182
0
2
174
0
0
1
0
3
Absence
62
0
4
138
294
1
0
106
0
1.9
2
3
3
Presence
51
1
4
140
298
0
0
122
1
4.2
2
3
7
Presence
46
1
3
150
231
0
0
147
0
3.6
2
0
3
Presence
67
1
4
125
254
1
0
163
0
0.2
2
2
7
Presence
50
1
3
129
196
0
0
163
0
0
1
0
3
Absence
42
1
3
120
240
1
0
194
0
0.8
3
0
7
Absence
56
0
4
134
409
0
2
150
1
1.9
2
2
7
Presence
41
1
4
110
172
0
2
158
0
0
1
0
7
Presence
42
0
4
102
265
0
2
122
0
0.6
2
0
3
Absence
53
1
3
130
246
1
2
173
0
0
1
3
3
Absence
43
1
3
130
315
0
0
162
0
1.9
1
1
3
Absence
56
1
4
132
184
0
2
105
1
2.1
2
1
6
Presence
52
1
4
108
233
1
0
147
0
0.1
1
3
7
Absence
62
0
4
140
394
0
2
157
0
1.2
2
0
3
Absence
70
1
3
160
269
0
0
112
1
2.9
2
1
7
Presence
54
1
4
140
239
0
0
160
0
1.2
1
0
3
Absence
70
1
4
145
174
0
0
125
1
2.6
3
0
7
Presence
54
1
2
108
309
0
0
156
0
0
1
0
7
Absence
35
1
4
126
282
0
2
156
1
0
1
0
7
Presence
48
1
3
124
255
1
0
175
0
0
1
2
3
Absence
55
0
2
135
250
0
2
161
0
1.4
2
0
3
Absence
58
0
4
100
248
0
2
122
0
1
2
0
3
Absence
54
0
3
110
214
0
0
158
0
1.6
2
0
3
Absence
69
0
1
140
239
0
0
151
0
1.8
1
2
3
Absence
77
1
4
125
304
0
2
162
1
0
1
3
3
Presence