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
68
1
3
118
277
0
0
151
0
1
1
1
7
Absence
58
1
4
125
300
0
2
171
0
0
1
2
7
Presence
60
1
4
125
258
0
2
141
1
2.8
2
1
7
Presence
51
1
4
140
299
0
0
173
1
1.6
1
0
7
Presence
55
1
4
160
289
0
2
145
1
0.8
2
1
7
Presence
52
1
1
152
298
1
0
178
0
1.2
2
0
7
Absence
60
0
3
102
318
0
0
160
0
0
1
1
3
Absence
58
1
3
105
240
0
2
154
1
0.6
2
0
7
Absence
64
1
3
125
309
0
0
131
1
1.8
2
0
7
Presence
37
1
3
130
250
0
0
187
0
3.5
3
0
3
Absence
59
1
1
170
288
0
2
159
0
0.2
2
0
7
Presence
51
1
3
125
245
1
2
166
0
2.4
2
0
3
Absence
43
0
3
122
213
0
0
165
0
0.2
2
0
3
Absence
58
1
4
128
216
0
2
131
1
2.2
2
3
7
Presence
29
1
2
130
204
0
2
202
0
0
1
0
3
Absence
41
0
2
130
204
0
2
172
0
1.4
1
0
3
Absence
63
0
3
135
252
0
2
172
0
0
1
0
3
Absence
51
1
3
94
227
0
0
154
1
0
1
1
7
Absence
54
1
3
120
258
0
2
147
0
0.4
2
0
7
Absence
44
1
2
120
220
0
0
170
0
0
1
0
3
Absence
54
1
4
110
239
0
0
126
1
2.8
2
1
7
Presence
65
1
4
135
254
0
2
127
0
2.8
2
1
7
Presence
57
1
3
150
168
0
0
174
0
1.6
1
0
3
Absence
63
1
4
130
330
1
2
132
1
1.8
1
3
7
Presence
35
0
4
138
183
0
0
182
0
1.4
1
0
3
Absence
41
1
2
135
203
0
0
132
0
0
2
0
6
Absence
62
0
3
130
263
0
0
97
0
1.2
2
1
7
Presence
43
0
4
132
341
1
2
136
1
3
2
0
7
Presence
58
0
1
150
283
1
2
162
0
1
1
0
3
Absence
52
1
1
118
186
0
2
190
0
0
2
0
6
Absence
61
0
4
145
307
0
2
146
1
1
2
0
7
Presence
39
1
4
118
219
0
0
140
0
1.2
2
0
7
Presence
45
1
4
115
260
0
2
185
0
0
1
0
3
Absence
52
1
4
128
255
0
0
161
1
0
1
1
7
Presence
62
1
3
130
231
0
0
146
0
1.8
2
3
7
Absence
62
0
4
160
164
0
2
145
0
6.2
3
3
7
Presence
53
0
4
138
234
0
2
160
0
0
1
0
3
Absence
43
1
4
120
177
0
2
120
1
2.5
2
0
7
Presence
47
1
3
138
257
0
2
156
0
0
1
0
3
Absence
52
1
2
120
325
0
0
172
0
0.2
1
0
3
Absence
68
1
3
180
274
1
2
150
1
1.6
2
0
7
Presence
39
1
3
140
321
0
2
182
0
0
1
0
3
Absence
53
0
4
130
264
0
2
143
0
0.4
2
0
3
Absence
62
0
4
140
268
0
2
160
0
3.6
3
2
3
Presence
51
0
3
140
308
0
2
142
0
1.5
1
1
3
Absence
60
1
4
130
253
0
0
144
1
1.4
1
1
7
Presence
65
1
4
110
248
0
2
158
0
0.6
1
2
6
Presence
65
0
3
155
269
0
0
148
0
0.8
1
0
3
Absence
60
1
3
140
185
0
2
155
0
3
2
0
3
Presence
60
1
4
145
282
0
2
142
1
2.8
2
2
7
Presence
54
1
4
120
188
0
0
113
0
1.4
2
1
7
Presence
44
1
2
130
219
0
2
188
0
0
1
0
3
Absence
44
1
4
112
290
0
2
153
0
0
1
1
3
Presence
51
1
3
110
175
0
0
123
0
0.6
1
0
3
Absence
59
1
3
150
212
1
0
157
0
1.6
1
0
3
Absence
71
0
2
160
302
0
0
162
0
0.4
1
2
3
Absence
61
1
3
150
243
1
0
137
1
1
2
0
3
Absence
55
1
4
132
353
0
0
132
1
1.2
2
1
7
Presence
64
1
3
140
335
0
0
158
0
0
1
0
3
Presence
43
1
4
150
247
0
0
171
0
1.5
1
0
3
Absence
58
0
3
120
340
0
0
172
0
0
1
0
3
Absence
60
1
4
130
206
0
2
132
1
2.4
2
2
7
Presence
58
1
2
120
284
0
2
160
0
1.8
2
0
3
Presence
49
1
2
130
266
0
0
171
0
0.6
1
0
3
Absence
48
1
2
110
229
0
0
168
0
1
3
0
7
Presence
52
1
3
172
199
1
0
162
0
0.5
1
0
7
Absence
44
1
2
120
263
0
0
173
0
0
1
0
7
Absence
56
0
2
140
294
0
2
153
0
1.3
2
0
3
Absence
57
1
4
140
192
0
0
148
0
0.4
2
0
6
Absence
67
1
4
160
286
0
2
108
1
1.5
2
3
3
Presence