Datasets:
mubashir1837
/
heart-disease

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age
int64
sex
int64
cp
int64
trestbps
int64
chol
int64
fbs
int64
restecg
int64
thalach
int64
exang
int64
oldpeak
float64
slope
int64
ca
int64
thal
int64
target
int64
42
1
3
148
244
0
0
178
0
0.8
2
2
2
1
59
1
3
178
270
0
0
145
0
4.2
0
0
3
1
63
0
1
140
195
0
1
179
0
0
2
2
2
1
42
1
2
120
240
1
1
194
0
0.8
0
0
3
1
50
1
2
129
196
0
1
163
0
0
2
0
2
1
68
0
2
120
211
0
0
115
0
1.5
1
0
2
1
69
1
3
160
234
1
0
131
0
0.1
1
1
2
1
45
0
0
138
236
0
0
152
1
0.2
1
0
2
1
50
0
1
120
244
0
1
162
0
1.1
2
0
2
1
50
0
0
110
254
0
0
159
0
0
2
0
2
1
64
0
0
180
325
0
1
154
1
0
2
0
2
1
57
1
2
150
126
1
1
173
0
0.2
2
1
3
1
64
0
2
140
313
0
1
133
0
0.2
2
0
3
1
43
1
0
110
211
0
1
161
0
0
2
0
3
1
55
1
1
130
262
0
1
155
0
0
2
0
2
1
37
0
2
120
215
0
1
170
0
0
2
0
2
1
41
1
2
130
214
0
0
168
0
2
1
0
2
1
56
1
3
120
193
0
0
162
0
1.9
1
0
3
1
46
0
1
105
204
0
1
172
0
0
2
0
2
1
46
0
0
138
243
0
0
152
1
0
1
0
2
1
64
0
0
130
303
0
1
122
0
2
1
2
2
1
59
1
0
138
271
0
0
182
0
0
2
0
2
1
41
0
2
112
268
0
0
172
1
0
2
0
2
1
54
0
2
108
267
0
0
167
0
0
2
0
2
1
39
0
2
94
199
0
1
179
0
0
2
0
2
1
34
0
1
118
210
0
1
192
0
0.7
2
0
2
1
47
1
0
112
204
0
1
143
0
0.1
2
0
2
1
67
0
2
152
277
0
1
172
0
0
2
1
2
1
52
0
2
136
196
0
0
169
0
0.1
1
0
2
1
74
0
1
120
269
0
0
121
1
0.2
2
1
2
1
54
0
2
160
201
0
1
163
0
0
2
1
2
1
49
0
1
134
271
0
1
162
0
0
1
0
2
1
42
1
1
120
295
0
1
162
0
0
2
0
2
1
41
1
1
110
235
0
1
153
0
0
2
0
2
1
41
0
1
126
306
0
1
163
0
0
2
0
2
1
49
0
0
130
269
0
1
163
0
0
2
0
2
1
60
0
2
120
178
1
1
96
0
0
2
0
2
1
62
1
1
128
208
1
0
140
0
0
2
0
2
1
57
1
0
110
201
0
1
126
1
1.5
1
0
1
1
64
1
0
128
263
0
1
105
1
0.2
1
1
3
1
51
0
2
120
295
0
0
157
0
0.6
2
0
2
1
43
1
0
115
303
0
1
181
0
1.2
1
0
2
1
42
0
2
120
209
0
1
173
0
0
1
0
2
1
67
0
0
106
223
0
1
142
0
0.3
2
2
2
1
76
0
2
140
197
0
2
116
0
1.1
1
0
2
1
70
1
1
156
245
0
0
143
0
0
2
0
2
1
44
0
2
118
242
0
1
149
0
0.3
1
1
2
1
60
0
3
150
240
0
1
171
0
0.9
2
0
2
1
44
1
2
120
226
0
1
169
0
0
2
0
2
1
42
1
2
130
180
0
1
150
0
0
2
0
2
1
66
1
0
160
228
0
0
138
0
2.3
2
0
1
1
71
0
0
112
149
0
1
125
0
1.6
1
0
2
1
64
1
3
170
227
0
0
155
0
0.6
1
0
3
1
66
0
2
146
278
0
0
152
0
0
1
1
2
1
39
0
2
138
220
0
1
152
0
0
1
0
2
1
58
0
0
130
197
0
1
131
0
0.6
1
0
2
1
47
1
2
130
253
0
1
179
0
0
2
0
2
1
35
1
1
122
192
0
1
174
0
0
2
0
2
1
58
1
1
125
220
0
1
144
0
0.4
1
4
3
1
56
1
1
130
221
0
0
163
0
0
2
0
3
1
56
1
1
120
240
0
1
169
0
0
0
0
2
1
55
0
1
132
342
0
1
166
0
1.2
2
0
2
1
41
1
1
120
157
0
1
182
0
0
2
0
2
1
38
1
2
138
175
0
1
173
0
0
2
4
2
1
38
1
2
138
175
0
1
173
0
0
2
4
2
1
67
1
0
160
286
0
0
108
1
1.5
1
3
2
0
67
1
0
120
229
0
0
129
1
2.6
1
2
3
0
62
0
0
140
268
0
0
160
0
3.6
0
2
2
0
63
1
0
130
254
0
0
147
0
1.4
1
1
3
0
53
1
0
140
203
1
0
155
1
3.1
0
0
3
0
56
1
2
130
256
1
0
142
1
0.6
1
1
1
0
48
1
1
110
229
0
1
168
0
1
0
0
3
0
58
1
1
120
284
0
0
160
0
1.8
1
0
2
0
58
1
2
132
224
0
0
173
0
3.2
2
2
3
0
60
1
0
130
206
0
0
132
1
2.4
1
2
3
0
40
1
0
110
167
0
0
114
1
2
1
0
3
0
60
1
0
117
230
1
1
160
1
1.4
2
2
3
0
64
1
2
140
335
0
1
158
0
0
2
0
2
0
43
1
0
120
177
0
0
120
1
2.5
1
0
3
0
57
1
0
150
276
0
0
112
1
0.6
1
1
1
0
55
1
0
132
353
0
1
132
1
1.2
1
1
3
0
65
0
0
150
225
0
0
114
0
1
1
3
3
0
61
0
0
130
330
0
0
169
0
0
2
0
2
0
58
1
2
112
230
0
0
165
0
2.5
1
1
3
0
50
1
0
150
243
0
0
128
0
2.6
1
0
3
0
44
1
0
112
290
0
0
153
0
0
2
1
2
0
60
1
0
130
253
0
1
144
1
1.4
2
1
3
0
54
1
0
124
266
0
0
109
1
2.2
1
1
3
0
50
1
2
140
233
0
1
163
0
0.6
1
1
3
0
41
1
0
110
172
0
0
158
0
0
2
0
3
0
51
0
0
130
305
0
1
142
1
1.2
1
0
3
0
58
1
0
128
216
0
0
131
1
2.2
1
3
3
0
54
1
0
120
188
0
1
113
0
1.4
1
1
3
0
60
1
0
145
282
0
0
142
1
2.8
1
2
3
0
60
1
2
140
185
0
0
155
0
3
1
0
2
0
59
1
0
170
326
0
0
140
1
3.4
0
0
3
0
46
1
2
150
231
0
1
147
0
3.6
1
0
2
0
67
1
0
125
254
1
1
163
0
0.2
1
2
3
0
62
1
0
120
267
0
1
99
1
1.8
1
2
3
0
65
1
0
110
248
0
0
158
0
0.6
2
2
1
0