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
44
1
0
110
197
0
0
177
0
0
2
1
2
0
60
1
0
125
258
0
0
141
1
2.8
1
1
3
0
58
1
0
150
270
0
0
111
1
0.8
2
0
3
0
68
1
2
180
274
1
0
150
1
1.6
1
0
3
0
62
0
0
160
164
0
0
145
0
6.2
0
3
3
0
52
1
0
128
255
0
1
161
1
0
2
1
3
0
59
1
0
110
239
0
0
142
1
1.2
1
1
3
0
60
0
0
150
258
0
0
157
0
2.6
1
2
3
0
49
1
2
120
188
0
1
139
0
2
1
3
3
0
59
1
0
140
177
0
1
162
1
0
2
1
3
0
57
1
2
128
229
0
0
150
0
0.4
1
1
3
0
61
1
0
120
260
0
1
140
1
3.6
1
1
3
0
39
1
0
118
219
0
1
140
0
1.2
1
0
3
0
61
0
0
145
307
0
0
146
1
1
1
0
3
0
56
1
0
125
249
1
0
144
1
1.2
1
1
2
0
43
0
0
132
341
1
0
136
1
3
1
0
3
0
62
0
2
130
263
0
1
97
0
1.2
1
1
3
0
63
1
0
130
330
1
0
132
1
1.8
2
3
3
0
65
1
0
135
254
0
0
127
0
2.8
1
1
3
0
48
1
0
130
256
1
0
150
1
0
2
2
3
0
63
0
0
150
407
0
0
154
0
4
1
3
3
0
55
1
0
140
217
0
1
111
1
5.6
0
0
3
0
65
1
3
138
282
1
0
174
0
1.4
1
1
2
0
56
0
0
200
288
1
0
133
1
4
0
2
3
0
54
1
0
110
239
0
1
126
1
2.8
1
1
3
0
70
1
0
145
174
0
1
125
1
2.6
0
0
3
0
62
1
1
120
281
0
0
103
0
1.4
1
1
3
0
35
1
0
120
198
0
1
130
1
1.6
1
0
3
0
59
1
3
170
288
0
0
159
0
0.2
1
0
3
0
64
1
2
125
309
0
1
131
1
1.8
1
0
3
0
47
1
2
108
243
0
1
152
0
0
2
0
2
0
57
1
0
165
289
1
0
124
0
1
1
3
3
0
55
1
0
160
289
0
0
145
1
0.8
1
1
3
0
64
1
0
120
246
0
0
96
1
2.2
0
1
2
0
70
1
0
130
322
0
0
109
0
2.4
1
3
2
0
51
1
0
140
299
0
1
173
1
1.6
2
0
3
0
58
1
0
125
300
0
0
171
0
0
2
2
3
0
60
1
0
140
293
0
0
170
0
1.2
1
2
3
0
77
1
0
125
304
0
0
162
1
0
2
3
2
0
35
1
0
126
282
0
0
156
1
0
2
0
3
0
70
1
2
160
269
0
1
112
1
2.9
1
1
3
0
59
0
0
174
249
0
1
143
1
0
1
0
2
0
64
1
0
145
212
0
0
132
0
2
1
2
1
0
57
1
0
152
274
0
1
88
1
1.2
1
1
3
0
56
1
0
132
184
0
0
105
1
2.1
1
1
1
0
48
1
0
124
274
0
0
166
0
0.5
1
0
3
0
56
0
0
134
409
0
0
150
1
1.9
1
2
3
0
66
1
1
160
246
0
1
120
1
0
1
3
1
0
54
1
1
192
283
0
0
195
0
0
2
1
3
0
69
1
2
140
254
0
0
146
0
2
1
3
3
0
51
1
0
140
298
0
1
122
1
4.2
1
3
3
0
43
1
0
132
247
1
0
143
1
0.1
1
4
3
0
62
0
0
138
294
1
1
106
0
1.9
1
3
2
0
67
1
0
100
299
0
0
125
1
0.9
1
2
2
0
59
1
3
160
273
0
0
125
0
0
2
0
2
0
45
1
0
142
309
0
0
147
1
0
1
3
3
0
58
1
0
128
259
0
0
130
1
3
1
2
3
0
50
1
0
144
200
0
0
126
1
0.9
1
0
3
0
62
0
0
150
244
0
1
154
1
1.4
1
0
2
0
38
1
3
120
231
0
1
182
1
3.8
1
0
3
0
66
0
0
178
228
1
1
165
1
1
1
2
3
0
52
1
0
112
230
0
1
160
0
0
2
1
2
0
53
1
0
123
282
0
1
95
1
2
1
2
3
0
63
0
0
108
269
0
1
169
1
1.8
1
2
2
0
54
1
0
110
206
0
0
108
1
0
1
1
2
0
66
1
0
112
212
0
0
132
1
0.1
2
1
2
0
55
0
0
180
327
0
2
117
1
3.4
1
0
2
0
49
1
2
118
149
0
0
126
0
0.8
2
3
2
0
54
1
0
122
286
0
0
116
1
3.2
1
2
2
0
56
1
0
130
283
1
0
103
1
1.6
0
0
3
0
46
1
0
120
249
0
0
144
0
0.8
2
0
3
0
61
1
3
134
234
0
1
145
0
2.6
1
2
2
0
67
1
0
120
237
0
1
71
0
1
1
0
2
0
58
1
0
100
234
0
1
156
0
0.1
2
1
3
0
47
1
0
110
275
0
0
118
1
1
1
1
2
0
52
1
0
125
212
0
1
168
0
1
2
2
3
0
58
1
0
146
218
0
1
105
0
2
1
1
3
0
57
1
1
124
261
0
1
141
0
0.3
2
0
3
0
58
0
1
136
319
1
0
152
0
0
2
2
2
0
61
1
0
138
166
0
0
125
1
3.6
1
1
2
0
42
1
0
136
315
0
1
125
1
1.8
1
0
1
0
52
1
0
128
204
1
1
156
1
1
1
0
0
0
59
1
2
126
218
1
1
134
0
2.2
1
1
1
0
40
1
0
152
223
0
1
181
0
0
2
0
3
0
61
1
0
140
207
0
0
138
1
1.9
2
1
3
0
46
1
0
140
311
0
1
120
1
1.8
1
2
3
0
59
1
3
134
204
0
1
162
0
0.8
2
2
2
0
57
1
1
154
232
0
0
164
0
0
2
1
2
0
57
1
0
110
335
0
1
143
1
3
1
1
3
0
55
0
0
128
205
0
2
130
1
2
1
1
3
0
61
1
0
148
203
0
1
161
0
0
2
1
3
0
58
1
0
114
318
0
2
140
0
4.4
0
3
1
0
58
0
0
170
225
1
0
146
1
2.8
1
2
1
0
67
1
2
152
212
0
0
150
0
0.8
1
0
3
0
44
1
0
120
169
0
1
144
1
2.8
0
0
1
0
63
1
0
140
187
0
0
144
1
4
2
2
3
0
63
0
0
124
197
0
1
136
1
0
1
0
2
0
59
1
0
164
176
1
0
90
0
1
1
2
1
0
57
0
0
140
241
0
1
123
1
0.2
1
0
3
0
45
1
3
110
264
0
1
132
0
1.2
1
0
3
0