age
int64 | is_male
bool | total_bilirubin
float64 | direct_ribilubin
float64 | alkaline_phosphotase
int64 | alamine_aminotransferasi
int64 | aspartate_aminotransferase
int64 | total_proteins
float64 | albumin
float64 | albumin_to_globulin_ratio
float64 | class
class label |
---|---|---|---|---|---|---|---|---|---|---|
49 | true | 0.6 | 0.1 | 218 | 50 | 53 | 5 | 2.4 | 0.9 | 0no
|
49 | true | 0.6 | 0.1 | 218 | 50 | 53 | 5 | 2.4 | 0.9 | 0no
|
38 | false | 0.8 | 0.2 | 145 | 19 | 23 | 6.1 | 3.1 | 1.03 | 1yes
|
21 | true | 1 | 0.3 | 142 | 27 | 21 | 6.4 | 3.5 | 1.2 | 1yes
|
21 | true | 0.7 | 0.2 | 135 | 27 | 26 | 6.4 | 3.3 | 1 | 1yes
|
45 | true | 2.5 | 1.2 | 163 | 28 | 22 | 7.6 | 4 | 1.1 | 0no
|
40 | true | 3.6 | 1.8 | 285 | 50 | 60 | 7 | 2.9 | 0.7 | 0no
|
40 | true | 3.9 | 1.7 | 350 | 950 | 1,500 | 6.7 | 3.8 | 1.3 | 0no
|
70 | false | 0.9 | 0.3 | 220 | 53 | 95 | 6.1 | 2.8 | 0.68 | 0no
|
45 | false | 0.9 | 0.3 | 189 | 23 | 33 | 6.6 | 3.9 | null | 0no
|
28 | true | 0.8 | 0.3 | 190 | 20 | 14 | 4.1 | 2.4 | 1.4 | 0no
|
42 | true | 2.7 | 1.3 | 219 | 60 | 180 | 7 | 3.2 | 0.8 | 0no
|
22 | true | 2.7 | 1 | 160 | 82 | 127 | 5.5 | 3.1 | 1.2 | 1yes
|
8 | false | 0.9 | 0.2 | 401 | 25 | 58 | 7.5 | 3.4 | 0.8 | 0no
|
38 | true | 1.7 | 1 | 180 | 18 | 34 | 7.2 | 3.6 | 1 | 0no
|
66 | true | 0.6 | 0.2 | 100 | 17 | 148 | 5 | 3.3 | 1.9 | 1yes
|
55 | true | 0.9 | 0.2 | 116 | 36 | 16 | 6.2 | 3.2 | 1 | 1yes
|
49 | true | 1.1 | 0.5 | 159 | 30 | 31 | 7 | 4.3 | 1.5 | 0no
|
6 | true | 0.6 | 0.1 | 289 | 38 | 30 | 4.8 | 2 | 0.7 | 1yes
|
37 | true | 0.8 | 0.2 | 125 | 41 | 39 | 6.4 | 3.4 | 1.1 | 0no
|
37 | true | 0.8 | 0.2 | 147 | 27 | 46 | 5 | 2.5 | 1 | 0no
|
47 | true | 0.9 | 0.2 | 192 | 38 | 24 | 7.3 | 4.3 | 1.4 | 0no
|
47 | true | 0.9 | 0.2 | 265 | 40 | 28 | 8 | 4 | 1 | 0no
|
50 | true | 1.1 | 0.3 | 175 | 20 | 19 | 7.1 | 4.5 | 1.7 | 1yes
|
70 | true | 1.7 | 0.5 | 400 | 56 | 44 | 5.7 | 3.1 | 1.1 | 0no
|
26 | true | 0.6 | 0.2 | 120 | 45 | 51 | 7.9 | 4 | 1 | 0no
|
26 | true | 1.3 | 0.4 | 173 | 38 | 62 | 8 | 4 | 1 | 0no
|
68 | false | 0.7 | 0.2 | 186 | 18 | 15 | 6.4 | 3.8 | 1.4 | 0no
|
65 | false | 1 | 0.3 | 202 | 26 | 13 | 5.3 | 2.6 | 0.9 | 1yes
|
46 | true | 0.6 | 0.2 | 290 | 26 | 21 | 6 | 3 | 1 | 0no
|
61 | true | 1.5 | 0.6 | 196 | 61 | 85 | 6.7 | 3.8 | 1.3 | 1yes
|
61 | true | 0.8 | 0.1 | 282 | 85 | 231 | 8.5 | 4.3 | 1 | 0no
|
50 | true | 2.7 | 1.6 | 157 | 149 | 156 | 7.9 | 3.1 | 0.6 | 0no
|
33 | true | 2 | 1.4 | 2,110 | 48 | 89 | 6.2 | 3 | 0.9 | 0no
|
40 | false | 0.9 | 0.2 | 285 | 32 | 27 | 7.7 | 3.5 | 0.8 | 0no
|
60 | true | 1.5 | 0.6 | 360 | 230 | 298 | 4.5 | 2 | 0.8 | 0no
|
22 | true | 0.8 | 0.2 | 300 | 57 | 40 | 7.9 | 3.8 | 0.9 | 1yes
|
35 | false | 0.9 | 0.3 | 158 | 20 | 16 | 8 | 4 | 1 | 0no
|
35 | false | 0.9 | 0.2 | 190 | 40 | 35 | 7.3 | 4.7 | 1.8 | 1yes
|
40 | true | 0.9 | 0.3 | 196 | 69 | 48 | 6.8 | 3.1 | 0.8 | 0no
|
48 | true | 0.7 | 0.2 | 165 | 32 | 30 | 8 | 4 | 1 | 1yes
|
51 | true | 0.8 | 0.2 | 230 | 24 | 46 | 6.5 | 3.1 | null | 0no
|
29 | false | 0.8 | 0.2 | 205 | 30 | 23 | 8.2 | 4.1 | 1 | 0no
|
28 | false | 0.9 | 0.2 | 316 | 25 | 23 | 8.5 | 5.5 | 1.8 | 0no
|
54 | true | 0.8 | 0.2 | 218 | 20 | 19 | 6.3 | 2.5 | 0.6 | 0no
|
54 | true | 0.9 | 0.2 | 290 | 15 | 18 | 6.1 | 2.8 | 0.8 | 0no
|
55 | true | 1.8 | 9 | 272 | 22 | 79 | 6.1 | 2.7 | 0.7 | 0no
|
55 | true | 0.9 | 0.2 | 190 | 25 | 28 | 5.9 | 2.7 | 0.8 | 0no
|
40 | true | 0.7 | 0.1 | 202 | 37 | 29 | 5 | 2.6 | 1 | 0no
|
33 | true | 1.2 | 0.3 | 498 | 28 | 25 | 7 | 3 | 0.7 | 0no
|
33 | true | 2.1 | 1.3 | 480 | 38 | 22 | 6.5 | 3 | 0.8 | 0no
|
33 | true | 0.9 | 0.8 | 680 | 37 | 40 | 5.9 | 2.6 | 0.8 | 0no
|
65 | true | 1.1 | 0.3 | 258 | 48 | 40 | 7 | 3.9 | 1.2 | 1yes
|
35 | false | 0.6 | 0.2 | 180 | 12 | 15 | 5.2 | 2.7 | null | 1yes
|
38 | false | 0.7 | 0.1 | 152 | 90 | 21 | 7.1 | 4.2 | 1.4 | 1yes
|
38 | true | 1.7 | 0.7 | 859 | 89 | 48 | 6 | 3 | 1 | 0no
|
50 | true | 0.9 | 0.3 | 901 | 23 | 17 | 6.2 | 3.5 | 1.2 | 0no
|
44 | true | 0.8 | 0.2 | 335 | 148 | 86 | 5.6 | 3 | 1.1 | 0no
|
36 | true | 0.8 | 0.2 | 182 | 31 | 34 | 6.4 | 3.8 | 1.4 | 1yes
|
42 | true | 30.5 | 14.2 | 285 | 65 | 130 | 5.2 | 2.1 | 0.6 | 0no
|
42 | true | 16.4 | 8.9 | 245 | 56 | 87 | 5.4 | 2 | 0.5 | 0no
|
33 | true | 1.5 | 7 | 505 | 205 | 140 | 7.5 | 3.9 | 1 | 0no
|
18 | true | 0.8 | 0.2 | 228 | 55 | 54 | 6.9 | 4 | 1.3 | 0no
|
38 | false | 0.8 | 0.2 | 185 | 25 | 21 | 7 | 3 | 0.7 | 0no
|
38 | true | 0.8 | 0.2 | 247 | 55 | 92 | 7.4 | 4.3 | 1.38 | 1yes
|
4 | true | 0.9 | 0.2 | 348 | 30 | 34 | 8 | 4 | 1 | 1yes
|
62 | true | 1.2 | 0.4 | 195 | 38 | 54 | 6.3 | 3.8 | 1.5 | 0no
|
43 | false | 0.9 | 0.3 | 140 | 12 | 29 | 7.4 | 3.5 | 1.8 | 0no
|
40 | true | 14.5 | 6.4 | 358 | 50 | 75 | 5.7 | 2.1 | 0.5 | 0no
|
26 | true | 0.6 | 0.1 | 110 | 15 | 20 | 2.8 | 1.6 | 1.3 | 0no
|
37 | true | 0.7 | 0.2 | 235 | 96 | 54 | 9.5 | 4.9 | 1 | 0no
|
4 | true | 0.8 | 0.2 | 460 | 152 | 231 | 6.5 | 3.2 | 0.9 | 1yes
|
21 | true | 18.5 | 9.5 | 380 | 390 | 500 | 8.2 | 4.1 | 1 | 0no
|
30 | true | 0.7 | 0.2 | 262 | 15 | 18 | 9.6 | 4.7 | 1.2 | 0no
|
33 | true | 1.8 | 0.8 | 196 | 25 | 22 | 8 | 4 | 1 | 0no
|
26 | true | 1.9 | 0.8 | 180 | 22 | 19 | 8.2 | 4.1 | 1 | 1yes
|
35 | true | 0.9 | 0.2 | 190 | 25 | 20 | 6.4 | 3.6 | 1.2 | 1yes
|
60 | true | 2 | 0.8 | 190 | 45 | 40 | 6 | 2.8 | 0.8 | 0no
|
45 | true | 2.2 | 0.8 | 209 | 25 | 20 | 8 | 4 | 1 | 0no
|
48 | false | 1 | 1.4 | 144 | 18 | 14 | 8.3 | 4.2 | 1 | 0no
|
58 | true | 0.8 | 0.2 | 123 | 56 | 48 | 6 | 3 | 1 | 0no
|
50 | true | 0.7 | 0.2 | 192 | 18 | 15 | 7.4 | 4.2 | 1.3 | 1yes
|
50 | true | 0.7 | 0.2 | 188 | 12 | 14 | 7 | 3.4 | 0.9 | 0no
|
18 | true | 1.3 | 0.7 | 316 | 10 | 21 | 6 | 2.1 | 0.5 | 1yes
|
18 | true | 0.9 | 0.3 | 300 | 30 | 48 | 8 | 4 | 1 | 0no
|
13 | true | 1.5 | 0.5 | 575 | 29 | 24 | 7.9 | 3.9 | 0.9 | 0no
|
34 | false | 0.8 | 0.2 | 192 | 15 | 12 | 8.6 | 4.7 | 1.2 | 0no
|
43 | true | 1.3 | 0.6 | 155 | 15 | 20 | 8 | 4 | 1 | 1yes
|
50 | false | 1 | 0.5 | 239 | 16 | 39 | 7.5 | 3.7 | 0.9 | 0no
|
57 | true | 4.5 | 2.3 | 315 | 120 | 105 | 7 | 4 | 1.3 | 0no
|
45 | false | 1 | 0.3 | 250 | 48 | 44 | 8.6 | 4.3 | 1 | 0no
|
60 | true | 0.7 | 0.2 | 174 | 32 | 14 | 7.8 | 4.2 | 1.1 | 1yes
|
45 | true | 0.6 | 0.2 | 245 | 22 | 24 | 7.1 | 3.4 | 0.9 | 0no
|
23 | true | 1.1 | 0.5 | 191 | 37 | 41 | 7.7 | 4.3 | 1.2 | 1yes
|
22 | true | 2.4 | 1 | 340 | 25 | 21 | 8.3 | 4.5 | 1.1 | 0no
|
22 | true | 0.6 | 0.2 | 202 | 78 | 41 | 8 | 3.9 | 0.9 | 0no
|
74 | false | 0.9 | 0.3 | 234 | 16 | 19 | 7.9 | 4 | 1 | 0no
|
25 | false | 0.9 | 0.3 | 159 | 24 | 25 | 6.9 | 4.4 | 1.7 | 1yes
|
31 | false | 1.1 | 0.3 | 190 | 26 | 15 | 7.9 | 3.8 | 0.9 | 0no
|
24 | false | 0.9 | 0.2 | 195 | 40 | 35 | 7.4 | 4.1 | 1.2 | 1yes
|