age
int64
10.8k
23.7k
height
int64
57
250
weight
float64
10
200
ap_hi
int64
-150
14k
ap_lo
int64
-70
11k
gender
stringclasses
2 values
cholesterol
stringclasses
3 values
gluc
stringclasses
3 values
smoke
stringclasses
2 values
alco
stringclasses
2 values
active
stringclasses
2 values
target
stringclasses
2 values
20,183
167
90
120
80
2
1
1
0
0
0
0
19,780
152
77
120
80
1
2
1
0
0
1
1
19,710
156
58
120
80
1
1
1
0
0
0
1
22,025
161
86
120
80
1
1
1
0
0
1
0
16,594
158
81
120
80
1
1
1
0
0
1
0
21,306
152
68
140
80
1
1
1
0
0
0
0
16,335
167
62
110
80
1
1
3
0
0
1
1
17,771
174
78
120
80
2
1
1
0
0
0
0
18,287
175
86
120
80
2
1
1
1
1
1
0
15,324
173
70
110
70
2
1
1
1
1
1
0
15,129
175
88
120
80
2
2
1
0
0
1
0
21,993
165
60
120
80
2
1
3
0
0
0
1
21,322
173
82
120
80
2
1
1
0
0
1
0
18,174
158
58
110
70
1
1
1
0
0
1
0
23,350
159
60
130
80
1
3
2
0
1
1
1
15,312
161
89
130
90
1
1
1
0
0
1
0
18,380
169
67.9
120
70
1
2
1
0
0
1
0
21,889
160
60
120
80
1
1
1
0
0
1
1
18,992
162
64
120
80
1
1
1
0
0
1
1
23,320
167
88
120
80
2
1
1
0
0
1
0
21,245
147
57
130
80
1
1
1
0
0
1
1
18,315
170
85
120
80
2
1
1
0
0
1
0
19,836
151
87
130
80
1
1
1
1
0
1
0
22,490
156
56
130
90
1
3
1
0
0
0
1
22,723
163
101
140
80
1
1
1
0
0
0
0
21,997
164
52
120
80
1
1
1
0
0
1
0
15,154
158
62
120
80
1
2
2
0
0
1
0
19,188
158
74
160
90
1
1
1
0
0
1
1
15,270
168
65
120
80
1
1
1
0
0
1
0
16,089
156
79
145
85
1
1
1
0
0
0
1
20,460
160
68
120
80
1
1
2
0
0
1
1
19,776
156
59
120
80
1
2
1
0
0
0
0
19,885
158
88
130
80
1
2
1
0
0
1
0
16,774
170
80
150
80
2
2
1
1
0
1
1
16,696
160
65
120
80
1
1
1
0
0
1
0
16,764
175
90
120
90
2
1
1
1
0
1
1
15,241
166
64
120
80
2
1
1
0
0
1
0
18,941
154
79
140
100
1
1
1
0
0
1
1
21,409
156
65
120
80
1
1
1
0
0
0
1
21,762
168
70
150
80
2
1
1
0
0
0
0
21,190
156
51
100
60
1
1
1
0
0
1
0
20,565
146
56
140
80
1
2
1
0
0
1
1
16,748
180
85
120
80
2
2
1
1
0
0
0
18,932
149
84
100
60
1
1
1
0
0
1
0
20,995
162
60
120
80
1
1
1
0
0
0
1
21,215
152
98
150
90
1
2
1
0
0
1
1
18,833
169
78
110
80
1
3
3
0
0
0
0
18,362
162
83
120
80
1
1
1
0
0
1
0
15,325
149
57
120
70
1
1
1
0
0
1
0
21,086
162
68
120
80
1
1
1
0
0
1
0
19,478
156
62
120
80
1
2
1
0
1
1
1
23,305
152
67
120
80
1
1
1
0
0
1
1
19,038
170
69
130
90
1
3
3
0
0
1
1
20,643
167
133
140
90
1
1
1
0
0
1
1
22,171
164
69
120
80
2
1
1
0
0
1
0
16,840
168
90
130
80
1
1
1
0
0
1
1
21,179
167
61
110
70
2
1
1
0
0
1
0
23,244
174
78
140
90
2
1
1
1
0
1
1
21,284
167
58
150
90
2
1
1
0
0
1
1
20,464
176
62
120
80
2
1
1
1
0
1
0
22,614
155
74
150
100
1
1
1
0
0
1
1
17,617
169
68
120
70
2
1
1
0
0
1
1
21,983
155
50
90
50
1
1
1
0
0
1
0
19,049
149
81
140
80
1
1
1
0
0
1
1
19,924
160
71
140
90
1
1
2
0
0
1
1
18,011
168
46
110
70
1
1
1
0
0
1
0
17,582
164
97
140
60
1
1
1
0
0
1
1
23,166
159
60
130
80
1
1
1
0
0
1
0
22,553
163
88
120
80
1
2
2
0
0
1
1
18,489
168
68
120
80
2
1
1
0
0
0
0
18,998
161
72
140
90
1
2
1
1
0
1
1
23,269
160
80
140
100
1
1
1
0
0
1
1
20,382
161
82
140
90
1
3
1
0
0
1
1
15,170
168
83
120
80
2
2
2
1
1
1
1
21,809
178
80
120
80
1
1
1
0
0
1
1
17,318
149
70
170
110
1
2
1
0
0
1
1
19,979
170
80
120
80
2
1
1
1
0
1
1
23,271
163
68
130
80
1
2
2
0
0
1
0
17,970
167
68
140
90
1
1
1
0
0
0
1
18,922
168
65
180
100
1
1
1
0
0
1
1
17,275
165
72
100
70
1
1
1
0
0
0
0
20,442
184
96
12
80
2
1
1
0
0
1
1
17,729
165
65
120
80
1
1
1
0
0
0
0
22,531
140
52
130
80
1
1
1
0
0
1
1
21,987
157
72
150
90
1
2
1
0
0
0
1
20,452
163
81
110
70
1
3
1
0
0
1
0
20,641
169
71
120
90
2
1
1
1
0
1
0
21,003
166
78
160
80
2
1
1
1
0
1
1
21,174
167
69
120
80
1
1
1
0
0
0
0
20,164
165
68
120
80
1
1
1
0
0
1
1
23,348
161
58
140
100
1
1
1
0
0
1
0
19,755
165
77
110
70
1
1
1
0
0
1
0
20,855
167
72
130
79
1
3
1
0
0
1
1
15,794
158
64
120
80
2
1
2
0
0
1
0
18,393
177
110
175
95
2
1
3
0
0
1
0
21,322
175
70
110
70
2
1
3
0
0
1
0
19,094
165
70
180
100
1
3
1
0
0
1
1
21,674
167
82
160
90
1
3
3
0
0
1
1
23,225
162
69
130
80
1
1
1
0
0
1
0
21,749
162
62
120
80
1
1
1
0
0
1
1