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
14,738
170
69
120
80
2
1
1
0
0
1
0
23,486
157
58
120
80
1
1
1
0
0
1
0
21,760
158
78
160
80
1
1
2
0
0
1
1
20,218
170
80
120
60
1
1
1
0
0
1
0
19,756
156
112
120
75
1
2
1
0
0
1
1
18,123
167
59
120
80
2
1
1
1
0
1
0
14,591
165
67
120
70
2
1
1
0
0
1
0
20,628
164
65
110
70
1
1
1
0
0
1
0
20,220
148
70
140
80
1
2
2
0
0
0
1
19,013
165
65
125
80
1
1
1
0
0
1
1
21,177
168
77
120
80
2
1
1
1
0
1
0
19,047
168
67
140
70
2
1
1
1
0
1
1
23,309
155
70
120
80
1
1
2
0
0
1
0
21,804
178
91
140
90
1
1
1
0
0
1
1
20,390
158
75
120
80
1
3
3
0
0
1
0
17,741
164
73
110
70
1
2
1
0
0
1
1
21,709
145
52
110
70
1
1
1
0
0
1
1
22,614
169
86
150
90
2
1
1
0
0
1
1
22,789
158
68
160
100
1
1
1
0
0
1
1
18,866
168
62
110
80
1
1
1
0
0
1
1
18,354
170
95
120
80
1
1
1
0
0
1
0
15,297
159
84
120
80
1
1
1
0
0
1
0
19,734
160
76
140
90
1
1
1
0
0
0
1
21,242
160
100
170
100
1
1
1
0
0
0
1
17,937
169
78
100
70
1
2
2
0
0
1
0
23,208
168
80
120
80
1
1
3
0
0
1
1
18,841
163
104
120
80
2
3
3
0
0
1
1
23,232
165
65
120
80
1
3
3
0
0
1
1
21,241
155
84
120
80
1
3
1
0
0
1
0
18,271
165
56
140
80
1
1
1
0
0
1
0
19,820
170
56
110
70
1
1
1
0
0
1
0
23,506
163
58
100
80
1
3
3
0
0
1
1
23,400
158
80
120
80
1
1
1
0
0
1
0
15,205
160
63
120
80
1
1
1
1
0
1
0
19,146
167
85
130
1,000
2
2
2
1
0
1
1
20,486
157
68
12
80
1
1
1
0
0
1
1
17,430
164
66
120
80
2
1
1
1
1
1
0
20,271
167
117
140
100
1
3
3
0
0
1
0
18,337
166
111
160
80
2
2
1
1
0
1
1
21,340
171
66
120
80
2
1
1
0
0
1
1
21,712
156
84
115
80
1
2
3
0
0
1
1
17,582
180
103
140
80
2
1
1
0
0
0
1
19,557
160
58
120
80
1
1
1
0
0
1
0
14,717
165
80
120
80
1
1
1
0
0
1
0
20,665
164
75
120
80
1
1
1
0
0
0
1
18,294
158
125
140
80
1
1
1
0
0
1
0
21,160
164
82
130
80
2
1
2
1
0
1
1
20,774
160
65
110
70
1
3
3
0
0
0
0
22,144
165
63
120
80
1
1
1
0
0
1
0
20,996
156
63
140
80
1
2
2
0
0
0
1
21,107
160
85
110
80
1
1
1
0
0
1
1
18,350
164
68
130
100
2
3
3
0
0
1
1
22,602
169
65
100
60
1
1
1
0
0
1
1
14,514
168
70
120
80
2
1
1
1
0
1
0
16,698
158
46
100
70
2
1
1
0
1
1
0
21,694
178
89
160
80
1
2
3
0
0
1
1
18,294
161
90
170
1,000
1
3
1
0
0
1
1
20,958
156
72
110
80
1
1
1
0
0
1
1
21,834
160
53
120
80
1
2
1
0
0
0
0
23,364
171
71
140
90
1
2
1
0
0
1
1
15,505
165
62
100
60
1
1
1
0
0
1
0
16,059
158
73
140
90
1
1
1
0
0
1
1
16,726
175
80
110
70
2
1
1
0
0
1
0
17,392
154
90
130
90
1
1
1
0
0
0
0
19,728
162
65
120
60
2
3
1
0
0
1
0
19,658
158
88
120
80
1
1
3
0
0
0
1
17,267
153
59
100
70
1
1
1
0
0
0
0
21,297
173
88
150
90
1
2
1
0
0
1
1
17,421
169
64
120
80
2
3
3
1
1
1
1
19,231
155
57
100
70
1
2
2
0
0
1
0
17,992
174
59
110
60
1
1
2
0
0
1
0
17,672
180
78
160
100
2
2
2
1
1
1
1
22,841
159
70
145
80
1
1
1
0
0
1
1
18,027
167
53
120
80
1
1
1
0
0
1
1
18,357
162
65
150
100
1
1
1
0
0
1
0
16,023
174
65
120
80
1
1
1
0
0
1
0
18,021
165
69
120
60
1
1
1
0
0
1
0
14,594
156
65
120
80
1
1
2
0
0
0
1
20,323
163
84
120
80
1
1
1
0
0
1
0
20,461
175
65
120
80
2
1
1
0
0
1
0
21,799
171
94
160
100
2
2
2
1
0
1
1
17,445
176
79
110
70
2
1
1
0
0
1
1
21,839
168
68
120
80
1
1
1
0
0
1
0
20,490
158
78
120
80
1
1
1
0
0
1
0
21,410
160
58
120
80
1
1
1
0
0
1
0
15,240
155
60
120
80
1
1
1
0
0
1
1
21,839
147
96
140
90
1
3
3
0
0
1
0
20,191
176
83
150
100
2
1
1
0
0
1
1
22,459
170
87
140
80
2
2
2
0
0
1
1
21,279
168
65
130
70
1
1
1
0
0
1
1
14,729
162
68
120
80
2
3
3
0
0
1
0
18,165
174
90
130
70
2
3
1
0
0
1
1
23,253
170
70
120
80
2
1
1
0
0
1
1
23,302
163
82
140
90
1
3
1
0
0
1
1
19,054
154
77
120
80
1
1
1
0
0
0
0
16,213
153
63
120
80
1
1
1
0
0
1
0
16,067
155
55
120
80
1
1
1
0
0
1
0
18,314
162
59
100
60
1
1
3
0
0
1
0
17,564
159
59
110
70
2
1
1
0
0
1
0
22,662
165
65
120
80
1
1
1
0
0
1
1