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
21,779
162
66
120
80
1
1
1
0
0
1
0
15,274
163
81
120
80
1
1
1
1
0
1
0
14,550
158
54
100
70
1
1
1
0
0
1
0
16,592
157
43
120
80
1
1
1
0
0
1
0
19,624
181
81
130
80
2
1
1
1
1
1
0
23,337
153
85
140
90
1
2
3
0
0
0
1
21,931
164
131
130
80
1
1
1
0
0
1
0
21,833
169
63
110
70
1
1
1
0
0
0
0
21,151
169
82
120
90
2
1
1
0
0
1
0
20,447
160
65
100
60
1
1
1
0
0
1
0
19,952
153
58
120
80
1
2
1
0
0
0
1
19,676
158
85
120
80
1
1
1
0
0
1
1
19,699
160
90
140
80
1
3
1
0
0
0
1
16,669
158
74
125
90
1
3
2
0
0
0
1
22,577
172
89
180
100
1
1
3
0
0
1
1
20,408
177
22
120
80
2
1
1
1
1
1
0
21,919
148
95
140
90
1
2
2
0
0
1
1
20,398
168
76
110
70
1
1
1
0
0
1
0
18,825
161
73
120
80
1
1
1
0
0
1
0
18,285
170
70
120
80
1
1
1
0
0
0
0
18,305
167
100
160
100
1
2
1
0
0
1
1
21,350
175
79
130
80
1
1
1
0
0
1
0
21,868
158
70
120
80
1
1
1
0
0
1
0
21,815
166
69
120
80
1
1
1
0
0
1
1
20,420
165
72
120
80
2
1
1
0
0
1
0
22,756
165
51.5
130
90
1
1
1
0
0
1
1
18,871
162
83
150
90
2
3
1
0
0
1
1
20,328
170
67
145
85
1
1
1
0
0
1
0
21,173
170
63
120
80
2
1
1
0
0
0
1
23,577
160
67
120
70
2
1
1
0
0
1
1
18,349
164
68
100
70
1
1
1
0
0
0
0
21,473
174
90
140
80
2
1
1
1
1
0
1
16,196
165
85
120
80
2
1
1
0
0
0
0
14,664
158
65
110
70
2
1
1
0
0
1
0
19,047
150
70
130
80
1
2
2
0
0
1
0
21,187
165
70
120
80
2
1
1
0
0
1
0
16,150
169
72
130
90
1
1
1
0
0
1
0
23,330
176
80
160
90
2
1
1
0
0
1
1
21,308
160
60
120
80
1
1
1
0
0
1
0
20,971
174
87
120
80
1
1
1
0
0
1
0
18,841
152
63
140
90
1
1
1
0
0
1
1
18,321
177
116
140
110
2
1
1
0
0
1
1
23,149
160
79
120
80
1
1
1
0
0
1
1
18,976
153
74
140
90
1
1
1
0
0
1
1
21,975
171
75
120
80
1
2
1
0
0
0
1
19,514
147
47
120
80
1
1
1
0
0
1
1
22,558
157
92
120
80
2
1
1
0
1
1
1
18,808
160
100
110
70
1
1
1
1
0
1
0
18,094
154
65
120
80
1
1
1
0
0
1
0
18,764
159
66
120
80
1
1
1
0
0
1
1
15,255
175
87
110
80
2
1
1
1
0
0
0
14,519
160
60
120
60
2
1
1
0
0
1
0
16,020
171
85
120
80
2
1
1
0
0
1
0
16,828
171
68
120
80
2
1
2
0
0
1
0
20,322
160
80
120
80
1
1
1
0
0
1
1
21,946
157
108
130
80
1
2
1
0
0
1
1
20,572
160
80
100
62
1
2
1
0
0
1
0
19,659
163
91
140
100
1
3
3
0
0
1
1
22,045
157
86
170
190
1
2
2
0
1
1
1
21,977
165
80
120
80
1
1
1
0
0
1
0
14,504
165
78
120
80
1
1
1
0
0
1
0
16,117
154
58
110
70
1
1
1
0
0
1
0
20,529
173
78
120
80
2
2
1
0
0
1
1
21,014
152
70.5
130
90
1
1
1
0
0
0
0
16,900
165
71
120
80
1
1
1
0
0
1
0
14,682
150
97
120
80
1
3
1
0
0
0
1
14,630
158
58
120
80
1
1
1
0
0
1
0
18,807
165
95
130
90
1
1
1
0
0
1
1
20,503
168
72
150
1,000
1
1
1
0
0
1
0
16,753
155
101
120
80
1
1
1
0
0
1
0
21,156
154
76
130
90
1
1
1
0
0
1
1
20,190
162
66
120
80
1
1
1
0
0
1
1
19,738
174
68
120
80
2
1
1
0
0
0
0
16,141
176
75
120
80
2
2
1
0
0
1
1
20,544
170
74
120
80
1
1
1
0
0
1
0
15,446
170
59
110
70
1
2
2
0
0
1
0
20,632
168
63
120
85
1
1
1
0
0
1
0
19,830
165
75
120
90
2
1
1
0
0
1
0
20,949
171
75
160
100
2
1
1
1
0
1
1
17,432
170
80
120
80
2
2
1
1
1
1
0
23,392
145
60
180
80
1
1
1
0
0
1
1
20,337
160
84
130
70
1
1
1
0
0
1
1
14,540
172
64
110
70
2
1
1
1
1
1
0
15,374
72
74
150
90
1
1
1
0
0
1
1
19,066
158
92
140
90
1
3
1
0
0
0
0
20,886
176
111
160
80
2
1
1
0
0
1
1
21,319
166
76
160
100
1
1
1
0
0
1
1
15,307
168
80
125
85
2
1
1
0
0
1
0
16,910
175
50
110
60
2
1
1
1
0
1
1
17,320
172
94
120
80
2
1
1
0
0
1
0
15,310
160
55
110
70
1
3
1
0
0
0
0
18,421
170
72
180
110
2
1
1
0
0
1
1
23,335
160
69
150
90
1
1
1
0
0
0
1
21,313
150
55
110
80
2
1
1
0
0
1
0
18,959
178
78
120
80
2
1
1
0
1
1
0
19,734
155
59
110
70
1
1
2
0
0
1
1
23,528
170
73
120
80
2
1
1
0
0
1
0
18,198
164
136
150
80
1
2
2
1
0
1
1
22,113
161
65
110
80
1
1
1
0
0
1
0
20,511
167
112
140
90
1
3
1
0
0
1
1