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
20,665
160
60
120
80
1
1
1
0
0
1
0
21,270
174
75
120
80
2
1
3
0
0
1
1
19,150
182
82
140
80
2
2
2
0
0
1
1
22,598
166
53
110
60
2
3
3
0
0
0
1
19,863
163
71
110
80
1
1
1
0
0
1
0
19,766
157
59
120
80
1
1
1
0
0
1
1
23,559
185
86
120
80
2
1
1
0
0
0
1
16,791
168
100
130
90
2
1
2
0
0
1
0
19,642
182
94
120
80
2
1
1
0
0
1
1
19,994
160
67
130
90
1
1
1
0
0
1
1
21,789
160
60
120
80
2
1
1
0
0
1
0
20,481
158
60
120
80
1
2
1
0
0
1
1
18,845
170
64
109
73
2
1
1
1
1
1
0
21,914
153
86
120
80
2
1
1
0
0
0
1
21,045
168
85
120
80
2
1
1
1
0
0
0
22,409
154
70
150
1,000
1
3
1
0
0
1
1
22,001
165
65
120
80
1
3
3
0
0
0
1
20,392
165
59
110
80
1
1
1
0
0
1
0
18,242
168
69
130
80
1
1
1
0
0
0
0
16,938
156
55
110
80
1
2
1
0
0
1
1
20,975
183
87
140
90
2
2
1
0
0
1
0
15,315
147
70
140
90
1
1
1
0
0
1
1
14,658
171
73
120
80
2
1
1
0
0
0
0
23,227
170
77
130
80
2
2
1
0
0
1
0
23,097
171
79
120
80
2
3
3
0
0
1
1
18,246
176
91
120
80
2
1
3
0
0
1
0
22,009
159
63
90
60
1
1
1
0
0
1
0
14,366
163
66
90
60
1
1
1
0
0
1
0
19,220
174
97
130
83
2
1
1
0
0
1
0
20,508
160
55
130
80
1
1
1
0
0
0
1
21,217
168
68
120
70
1
3
3
0
0
0
0
19,476
165
65
120
80
1
1
1
0
0
1
1
14,706
168
72
120
70
1
1
1
0
0
1
1
20,419
165
65
110
70
1
1
1
0
0
1
0
19,564
165
90
160
90
2
1
1
0
0
1
1
19,168
175
89
140
90
2
1
1
1
0
1
1
19,645
178
72
110
70
2
1
1
0
0
1
0
19,821
154
95
120
80
1
3
3
0
0
0
1
19,485
172
70
120
80
1
1
1
0
0
1
1
21,329
157
54
150
90
2
1
3
0
0
1
1
19,834
165
70
110
70
1
1
1
0
0
0
0
18,730
155
59
120
80
1
1
1
0
0
0
0
19,199
188
135
120
80
2
1
1
1
0
0
1
14,512
161
97
120
80
1
1
1
0
0
1
0
16,091
171
69
120
80
1
1
1
0
0
1
0
16,567
155
52
120
80
1
1
1
0
0
1
0
22,038
156
60
130
80
1
3
3
0
0
1
1
19,152
176
60
120
80
2
1
2
1
0
1
0
15,282
169
72
110
70
2
2
1
1
0
1
0
18,171
176
90
140
100
2
1
1
1
0
1
1
19,864
170
80
130
70
2
1
1
0
0
1
0
17,640
155
81
110
80
1
1
1
0
0
1
0
18,299
159
57
130
80
1
1
1
0
0
1
1
18,190
169
69
120
80
1
1
1
0
0
0
0
20,694
169
70
120
80
2
1
1
0
0
1
0
18,901
149
74
120
80
1
2
1
0
0
1
1
15,303
159
97
140
90
1
1
1
0
0
0
1
14,345
166
70
140
90
1
1
1
0
0
0
1
21,920
162
65
120
80
1
1
1
0
0
0
1
21,884
153
54
120
80
1
1
1
0
0
1
0
14,453
159
67
120
80
1
1
1
0
0
1
0
18,326
151
78
120
80
1
1
1
0
0
1
0
19,506
164
72
120
80
1
1
1
0
0
1
0
21,812
172
78
150
90
2
2
1
0
0
1
1
23,500
162
68
130
90
1
1
1
0
0
1
1
21,257
158
85
140
90
1
3
3
0
0
1
1
17,546
169
67
110
70
2
1
1
0
0
0
0
21,117
167
89
120
80
1
1
1
0
0
1
1
18,782
168
65
120
80
1
1
1
0
0
0
0
19,822
146
62
130
80
1
1
1
0
0
1
0
23,230
166
75
130
90
1
1
1
0
0
1
1
23,109
165
74
140
1,000
1
2
1
0
0
1
1
18,260
162
65
120
80
1
1
1
0
0
1
0
18,986
167
88
120
80
1
1
1
0
0
1
0
20,251
172
72
120
80
2
1
1
0
0
1
0
18,762
160
83
150
90
1
3
3
0
0
1
1
21,157
183
74
120
80
2
1
1
0
0
1
0
18,178
144
59
120
80
1
2
2
0
0
1
1
16,190
160
80
120
80
1
1
1
1
0
1
0
19,035
169
70
120
80
2
1
1
0
0
1
0
18,735
174
101
160
80
2
1
1
1
1
1
0
23,242
165
64
140
90
1
1
1
0
0
1
1
18,932
164
65
120
80
2
1
1
1
1
1
0
19,861
161
71
130
90
1
2
1
0
0
1
1
18,302
156
54
120
80
1
1
1
0
0
1
0
22,438
155
67
120
80
1
1
1
0
0
1
0
21,689
170
88
150
100
1
3
3
0
0
1
0
19,620
176
70
140
90
2
1
1
1
0
0
0
14,400
169
66
140
80
1
2
2
0
0
1
1
17,527
163
73
120
80
2
2
1
0
0
1
1
21,972
161
73
110
70
1
2
1
0
0
1
1
19,006
170
80
120
90
1
1
1
0
0
0
0
19,645
173
90
150
90
2
1
1
0
0
0
1
21,212
169
87
140
100
1
2
2
0
0
0
1
21,871
174
69
120
79
1
1
1
0
0
1
0
19,818
162
66
130
100
1
1
1
0
0
1
1
20,951
157
68
120
80
1
1
1
0
0
1
1
23,215
164
78
120
80
1
1
1
0
0
1
0
22,572
165
75
140
90
1
1
1
0
0
0
0
16,084
156
52
110
70
2
1
1
0
0
0
0