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
14,518
164
65
130
90
2
1
1
0
0
0
1
19,121
174
76
150
90
2
1
1
1
1
1
1
20,492
165
65
100
80
2
1
1
0
0
1
0
21,841
167
60
130
70
1
2
1
0
0
1
0
18,195
180
70
140
90
1
1
1
0
0
1
0
18,282
170
103
140
90
2
1
1
0
0
0
0
17,510
158
70
120
80
1
1
1
0
0
1
0
21,686
168
85
110
70
1
1
1
0
0
0
0
19,593
172
70
120
80
2
1
1
1
0
1
0
23,293
162
79
110
70
1
3
1
0
0
1
1
22,526
168
82
140
90
2
1
1
0
0
1
1
15,264
170
64
120
80
2
1
1
1
0
0
0
16,075
157
61
130
90
1
1
1
0
0
1
1
20,641
171
63
150
90
2
1
1
0
0
1
0
21,216
168
65
130
70
2
3
3
0
0
1
1
16,597
164
80
150
100
2
1
1
1
0
1
1
21,985
155
60
140
90
1
1
1
0
0
1
1
22,342
170
78
120
80
2
1
1
0
0
1
1
20,291
159
68
120
80
1
1
1
0
0
1
0
20,415
170
80
100
70
2
1
1
0
0
1
0
18,131
167
67
150
100
1
1
1
0
0
1
1
19,605
156
65
120
80
1
1
1
0
0
1
0
21,207
163
72
130
80
2
1
1
0
0
0
1
23,206
171
81
110
70
2
1
1
0
0
1
0
18,904
166
64
110
70
2
1
1
1
0
1
0
18,559
160
65
120
80
1
1
1
0
0
1
0
14,556
170
88
90
70
1
1
1
0
0
1
0
22,668
179
71
140
90
2
1
1
0
0
0
1
16,740
173
94
140
80
2
2
1
1
0
1
1
18,912
158
98
120
80
1
1
1
0
0
0
1
23,140
159
81
120
79
1
1
1
0
0
1
1
18,901
150
75
160
80
1
1
1
0
0
1
1
23,426
151
52
140
80
1
1
1
0
0
1
0
14,545
145
52
120
80
1
2
1
0
0
1
0
20,488
164
67
130
80
1
3
1
0
0
1
0
21,139
174
95
110
80
2
3
1
0
1
1
0
20,311
154
69
110
70
1
2
1
0
0
1
0
21,766
163
75
120
90
1
3
2
0
0
1
1
18,184
170
80
120
70
2
1
1
0
0
1
0
20,509
170
80
120
70
1
1
1
0
0
1
1
16,748
161
65
140
1,000
1
2
1
0
0
1
1
18,804
166
101
130
80
1
2
1
0
0
0
0
16,834
165
65
120
80
1
1
1
0
0
1
0
21,437
166
75
120
80
2
1
1
0
0
1
1
15,435
158
80
110
70
1
1
1
0
0
1
0
21,047
155
60
100
85
1
2
1
0
0
1
0
18,832
158
70
120
60
1
1
1
0
0
1
0
21,001
178
66
120
80
2
1
1
1
1
1
0
16,052
167
83
120
80
1
1
1
1
0
0
1
20,397
164
80
120
80
1
1
3
0
0
1
1
22,530
153
65
130
80
1
3
1
0
0
1
1
23,224
161
85
150
92
1
2
1
0
0
0
1
23,126
160
60
120
80
2
2
1
0
0
1
1
21,802
162
62
120
80
1
1
2
0
0
0
0
18,915
170
70
120
80
2
1
1
0
0
1
0
18,824
170
70
120
70
2
1
1
0
0
1
1
21,030
168
70
120
80
1
1
1
0
0
1
0
17,456
163
56
110
70
1
1
1
0
0
1
0
22,868
171
75
120
80
1
1
1
0
0
1
1
18,136
159
63
120
80
1
1
1
0
0
1
0
21,841
177
66
100
60
2
1
1
0
0
1
0
14,560
185
88
130
90
2
1
1
1
1
1
0
18,275
162
117
140
90
1
2
2
0
0
1
1
19,712
163
72
120
80
2
1
1
0
0
1
0
21,857
173
112
140
90
2
3
1
0
1
1
1
16,202
158
58
110
70
1
1
1
0
0
1
0
16,138
160
55
90
60
1
1
1
0
0
1
0
17,113
166
56
150
100
2
2
1
1
1
1
1
17,566
154
57
90
50
1
1
1
0
0
1
1
17,679
160
89
130
80
2
1
1
0
0
1
1
17,939
154
67
110
70
1
1
1
0
0
1
1
23,321
162
74
150
90
1
3
1
0
0
1
1
19,654
156
56
120
80
1
1
1
0
0
1
0
16,250
169
85
150
80
2
2
2
1
0
1
1
19,053
167
64
150
90
1
1
3
0
0
1
1
18,494
172
78
120
80
2
1
1
0
0
1
0
21,223
170
68
150
90
2
3
1
1
0
0
1
18,993
161
72
120
80
1
1
1
0
0
1
1
22,579
156
68
120
80
1
1
1
0
0
1
1
21,012
164
63
120
80
2
3
1
0
0
1
1
23,173
157
89
150
100
1
1
1
0
0
0
1
14,629
165
66
140
90
1
1
1
0
0
1
1
21,134
165
65
120
80
1
1
1
0
0
0
1
20,580
156
86
120
80
1
2
2
0
1
1
0
18,885
169
75
150
90
2
1
1
0
0
1
1
22,589
161
81
140
80
2
3
2
1
1
1
1
19,892
175
85
110
70
1
1
1
0
0
1
0
19,578
163
90
120
70
1
1
3
0
0
1
0
22,564
158
93
120
80
1
3
2
0
0
1
0
18,798
174
69
120
90
1
3
1
0
0
1
1
18,579
164
76
120
80
1
3
3
0
0
1
0
23,533
151
66
110
60
1
1
3
0
0
1
0
21,009
159
70
110
70
1
3
3
0
0
1
1
21,963
159
98
120
80
1
1
1
0
0
1
1
19,619
172
87
130
80
1
1
1
0
0
1
0
21,077
160
72
120
80
1
3
3
0
0
1
1
19,688
166
66
160
90
1
1
1
0
0
1
1
18,053
165
105
120
80
1
1
1
0
0
0
1
19,540
170
69
120
80
2
1
1
0
0
1
0
21,143
164
85
140
80
1
3
1
0
0
1
1