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
63
1
3
145
233
1
0
150
0
2.3
0
0
1
1
37
1
2
130
250
0
1
187
0
3.5
0
0
2
1
41
0
1
130
204
0
0
172
0
1.4
2
0
2
1
56
1
1
120
236
0
1
178
0
0.8
2
0
2
1
57
0
0
120
354
0
1
163
1
0.6
2
0
2
1
57
1
0
140
192
0
1
148
0
0.4
1
0
1
1
56
0
1
140
294
0
0
153
0
1.3
1
0
2
1
44
1
1
120
263
0
1
173
0
0
2
0
3
1
52
1
2
172
199
1
1
162
0
0.5
2
0
3
1
57
1
2
150
168
0
1
174
0
1.6
2
0
2
1
54
1
0
140
239
0
1
160
0
1.2
2
0
2
1
48
0
2
130
275
0
1
139
0
0.2
2
0
2
1
49
1
1
130
266
0
1
171
0
0.6
2
0
2
1
64
1
3
110
211
0
0
144
1
1.8
1
0
2
1
58
0
3
150
283
1
0
162
0
1
2
0
2
1
50
0
2
120
219
0
1
158
0
1.6
1
0
2
1
58
0
2
120
340
0
1
172
0
0
2
0
2
1
66
0
3
150
226
0
1
114
0
2.6
0
0
2
1
43
1
0
150
247
0
1
171
0
1.5
2
0
2
1
69
0
3
140
239
0
1
151
0
1.8
2
2
2
1
59
1
0
135
234
0
1
161
0
0.5
1
0
3
1
44
1
2
130
233
0
1
179
1
0.4
2
0
2
1
42
1
0
140
226
0
1
178
0
0
2
0
2
1
61
1
2
150
243
1
1
137
1
1
1
0
2
1
40
1
3
140
199
0
1
178
1
1.4
2
0
3
1
71
0
1
160
302
0
1
162
0
0.4
2
2
2
1
59
1
2
150
212
1
1
157
0
1.6
2
0
2
1
51
1
2
110
175
0
1
123
0
0.6
2
0
2
1
65
0
2
140
417
1
0
157
0
0.8
2
1
2
1
53
1
2
130
197
1
0
152
0
1.2
0
0
2
1
41
0
1
105
198
0
1
168
0
0
2
1
2
1
65
1
0
120
177
0
1
140
0
0.4
2
0
3
1
44
1
1
130
219
0
0
188
0
0
2
0
2
1
54
1
2
125
273
0
0
152
0
0.5
0
1
2
1
51
1
3
125
213
0
0
125
1
1.4
2
1
2
1
46
0
2
142
177
0
0
160
1
1.4
0
0
2
1
54
0
2
135
304
1
1
170
0
0
2
0
2
1
54
1
2
150
232
0
0
165
0
1.6
2
0
3
1
65
0
2
155
269
0
1
148
0
0.8
2
0
2
1
65
0
2
160
360
0
0
151
0
0.8
2
0
2
1
51
0
2
140
308
0
0
142
0
1.5
2
1
2
1
48
1
1
130
245
0
0
180
0
0.2
1
0
2
1
45
1
0
104
208
0
0
148
1
3
1
0
2
1
53
0
0
130
264
0
0
143
0
0.4
1
0
2
1
39
1
2
140
321
0
0
182
0
0
2
0
2
1
52
1
1
120
325
0
1
172
0
0.2
2
0
2
1
44
1
2
140
235
0
0
180
0
0
2
0
2
1
47
1
2
138
257
0
0
156
0
0
2
0
2
1
53
0
2
128
216
0
0
115
0
0
2
0
0
1
53
0
0
138
234
0
0
160
0
0
2
0
2
1
51
0
2
130
256
0
0
149
0
0.5
2
0
2
1
66
1
0
120
302
0
0
151
0
0.4
1
0
2
1
62
1
2
130
231
0
1
146
0
1.8
1
3
3
1
44
0
2
108
141
0
1
175
0
0.6
1
0
2
1
63
0
2
135
252
0
0
172
0
0
2
0
2
1
52
1
1
134
201
0
1
158
0
0.8
2
1
2
1
48
1
0
122
222
0
0
186
0
0
2
0
2
1
45
1
0
115
260
0
0
185
0
0
2
0
2
1
34
1
3
118
182
0
0
174
0
0
2
0
2
1
57
0
0
128
303
0
0
159
0
0
2
1
2
1
71
0
2
110
265
1
0
130
0
0
2
1
2
1
54
1
1
108
309
0
1
156
0
0
2
0
3
1
52
1
3
118
186
0
0
190
0
0
1
0
1
1
41
1
1
135
203
0
1
132
0
0
1
0
1
1
58
1
2
140
211
1
0
165
0
0
2
0
2
1
35
0
0
138
183
0
1
182
0
1.4
2
0
2
1
51
1
2
100
222
0
1
143
1
1.2
1
0
2
1
45
0
1
130
234
0
0
175
0
0.6
1
0
2
1
44
1
1
120
220
0
1
170
0
0
2
0
2
1
62
0
0
124
209
0
1
163
0
0
2
0
2
1
54
1
2
120
258
0
0
147
0
0.4
1
0
3
1
51
1
2
94
227
0
1
154
1
0
2
1
3
1
29
1
1
130
204
0
0
202
0
0
2
0
2
1
51
1
0
140
261
0
0
186
1
0
2
0
2
1
43
0
2
122
213
0
1
165
0
0.2
1
0
2
1
55
0
1
135
250
0
0
161
0
1.4
1
0
2
1
51
1
2
125
245
1
0
166
0
2.4
1
0
2
1
59
1
1
140
221
0
1
164
1
0
2
0
2
1
52
1
1
128
205
1
1
184
0
0
2
0
2
1
58
1
2
105
240
0
0
154
1
0.6
1
0
3
1
41
1
2
112
250
0
1
179
0
0
2
0
2
1
45
1
1
128
308
0
0
170
0
0
2
0
2
1
60
0
2
102
318
0
1
160
0
0
2
1
2
1
52
1
3
152
298
1
1
178
0
1.2
1
0
3
1
42
0
0
102
265
0
0
122
0
0.6
1
0
2
1
67
0
2
115
564
0
0
160
0
1.6
1
0
3
1
68
1
2
118
277
0
1
151
0
1
2
1
3
1
46
1
1
101
197
1
1
156
0
0
2
0
3
1
54
0
2
110
214
0
1
158
0
1.6
1
0
2
1
58
0
0
100
248
0
0
122
0
1
1
0
2
1
48
1
2
124
255
1
1
175
0
0
2
2
2
1
57
1
0
132
207
0
1
168
1
0
2
0
3
1
52
1
2
138
223
0
1
169
0
0
2
4
2
1
54
0
1
132
288
1
0
159
1
0
2
1
2
1
45
0
1
112
160
0
1
138
0
0
1
0
2
1
53
1
0
142
226
0
0
111
1
0
2
0
3
1
62
0
0
140
394
0
0
157
0
1.2
1
0
2
1
52
1
0
108
233
1
1
147
0
0.1
2
3
3
1
43
1
2
130
315
0
1
162
0
1.9
2
1
2
1
53
1
2
130
246
1
0
173
0
0
2
3
2
1