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 |
---|---|---|---|---|---|---|---|---|---|---|
70 | true | 2.7 | 1.2 | 365 | 62 | 55 | 6 | 2.4 | 0.6 | 0no
|
36 | true | 2.8 | 1.5 | 305 | 28 | 76 | 5.9 | 2.5 | 0.7 | 0no
|
42 | true | 0.8 | 0.2 | 127 | 29 | 30 | 4.9 | 2.7 | 1.2 | 0no
|
53 | true | 19.8 | 10.4 | 238 | 39 | 221 | 8.1 | 2.5 | 0.4 | 0no
|
32 | true | 30.5 | 17.1 | 218 | 39 | 79 | 5.5 | 2.7 | 0.9 | 0no
|
32 | true | 32.6 | 14.1 | 219 | 95 | 235 | 5.8 | 3.1 | 1.1 | 0no
|
56 | true | 17.7 | 8.8 | 239 | 43 | 185 | 5.6 | 2.4 | 0.7 | 0no
|
50 | true | 0.9 | 0.3 | 194 | 190 | 73 | 7.5 | 3.9 | 1 | 0no
|
46 | true | 18.4 | 8.5 | 450 | 119 | 230 | 7.5 | 3.3 | 0.7 | 0no
|
46 | true | 20 | 10 | 254 | 140 | 540 | 5.4 | 3 | 1.2 | 0no
|
37 | false | 0.8 | 0.2 | 205 | 31 | 36 | 9.2 | 4.6 | 1 | 1yes
|
45 | true | 2.2 | 1.6 | 320 | 37 | 48 | 6.8 | 3.4 | 1 | 0no
|
56 | true | 1 | 0.3 | 195 | 22 | 28 | 5.8 | 2.6 | 0.8 | 1yes
|
69 | true | 0.9 | 0.2 | 215 | 32 | 24 | 6.9 | 3 | 0.7 | 0no
|
49 | true | 1 | 0.3 | 230 | 48 | 58 | 8.4 | 4.2 | 1 | 0no
|
49 | true | 3.9 | 2.1 | 189 | 65 | 181 | 6.9 | 3 | 0.7 | 0no
|
60 | true | 0.9 | 0.3 | 168 | 16 | 24 | 6.7 | 3 | 0.8 | 0no
|
28 | true | 0.9 | 0.2 | 215 | 50 | 28 | 8 | 4 | 1 | 0no
|
45 | true | 2.9 | 1.4 | 210 | 74 | 68 | 7.2 | 3.6 | 1 | 0no
|
35 | true | 26.3 | 12.1 | 108 | 168 | 630 | 9.2 | 2 | 0.3 | 0no
|
62 | true | 1.8 | 0.9 | 224 | 69 | 155 | 8.6 | 4 | 0.8 | 0no
|
55 | true | 4.4 | 2.9 | 230 | 14 | 25 | 7.1 | 2.1 | 0.4 | 0no
|
46 | false | 0.8 | 0.2 | 185 | 24 | 15 | 7.9 | 3.7 | 0.8 | 0no
|
50 | true | 0.6 | 0.2 | 137 | 15 | 16 | 4.8 | 2.6 | 1.1 | 0no
|
29 | true | 0.8 | 0.2 | 156 | 12 | 15 | 6.8 | 3.7 | 1.1 | 1yes
|
53 | false | 0.9 | 0.2 | 210 | 35 | 32 | 8 | 3.9 | 0.9 | 1yes
|
46 | true | 9.4 | 5.2 | 268 | 21 | 63 | 6.4 | 2.8 | 0.8 | 0no
|
40 | true | 3.5 | 1.6 | 298 | 68 | 200 | 7.1 | 3.4 | 0.9 | 0no
|
45 | true | 1.7 | 0.8 | 315 | 12 | 38 | 6.3 | 2.1 | 0.5 | 0no
|
55 | true | 3.3 | 1.5 | 214 | 54 | 152 | 5.1 | 1.8 | 0.5 | 0no
|
22 | false | 1.1 | 0.3 | 138 | 14 | 21 | 7 | 3.8 | 1.1 | 1yes
|
40 | true | 30.8 | 18.3 | 285 | 110 | 186 | 7.9 | 2.7 | 0.5 | 0no
|
62 | true | 0.7 | 0.2 | 162 | 12 | 17 | 8.2 | 3.2 | 0.6 | 1yes
|
46 | false | 1.4 | 0.4 | 298 | 509 | 623 | 3.6 | 1 | 0.3 | 0no
|
39 | true | 1.6 | 0.8 | 230 | 88 | 74 | 8 | 4 | 1 | 1yes
|
60 | true | 19.6 | 9.5 | 466 | 46 | 52 | 6.1 | 2 | 0.4 | 0no
|
46 | true | 15.8 | 7.2 | 227 | 67 | 220 | 6.9 | 2.6 | 0.6 | 0no
|
10 | false | 0.8 | 0.1 | 395 | 25 | 75 | 7.6 | 3.6 | 0.9 | 0no
|
52 | true | 1.8 | 0.8 | 97 | 85 | 78 | 6.4 | 2.7 | 0.7 | 0no
|
65 | false | 0.7 | 0.2 | 406 | 24 | 45 | 7.2 | 3.5 | 0.9 | 1yes
|
42 | true | 0.8 | 0.2 | 114 | 21 | 23 | 7 | 3 | 0.7 | 1yes
|
42 | true | 0.8 | 0.2 | 198 | 29 | 19 | 6.6 | 3 | 0.8 | 1yes
|
62 | true | 0.7 | 0.2 | 173 | 46 | 47 | 7.3 | 4.1 | 1.2 | 1yes
|
40 | true | 1.2 | 0.6 | 204 | 23 | 27 | 7.6 | 4 | 1.1 | 0no
|
54 | false | 5.5 | 3.2 | 350 | 67 | 42 | 7 | 3.2 | 0.8 | 0no
|
45 | false | 0.7 | 0.2 | 153 | 41 | 42 | 4.5 | 2.2 | 0.9 | 1yes
|
45 | true | 20.2 | 11.7 | 188 | 47 | 32 | 5.4 | 2.3 | 0.7 | 0no
|
50 | false | 27.7 | 10.8 | 380 | 39 | 348 | 7.1 | 2.3 | 0.4 | 0no
|
42 | true | 11.1 | 6.1 | 214 | 60 | 186 | 6.9 | 2.8 | 2.8 | 0no
|
40 | false | 2.1 | 1 | 768 | 74 | 141 | 7.8 | 4.9 | 1.6 | 0no
|
46 | true | 3.3 | 1.5 | 172 | 25 | 41 | 5.6 | 2.4 | 0.7 | 0no
|
29 | true | 1.2 | 0.4 | 160 | 20 | 22 | 6.2 | 3 | 0.9 | 1yes
|
45 | true | 0.6 | 0.1 | 196 | 29 | 30 | 5.8 | 2.9 | 1 | 0no
|
46 | true | 10.2 | 4.2 | 232 | 58 | 140 | 7 | 2.7 | 0.6 | 0no
|
73 | true | 1.8 | 0.9 | 220 | 20 | 43 | 6.5 | 3 | 0.8 | 0no
|
55 | true | 0.8 | 0.2 | 290 | 139 | 87 | 7 | 3 | 0.7 | 0no
|
51 | true | 0.7 | 0.1 | 180 | 25 | 27 | 6.1 | 3.1 | 1 | 0no
|
51 | true | 2.9 | 1.2 | 189 | 80 | 125 | 6.2 | 3.1 | 1 | 0no
|
51 | true | 4 | 2.5 | 275 | 382 | 330 | 7.5 | 4 | 1.1 | 0no
|
26 | true | 42.8 | 19.7 | 390 | 75 | 138 | 7.5 | 2.6 | 0.5 | 0no
|
66 | true | 15.2 | 7.7 | 356 | 321 | 562 | 6.5 | 2.2 | 0.4 | 0no
|
66 | true | 16.6 | 7.6 | 315 | 233 | 384 | 6.9 | 2 | 0.4 | 0no
|
66 | true | 17.3 | 8.5 | 388 | 173 | 367 | 7.8 | 2.6 | 0.5 | 0no
|
64 | true | 1.4 | 0.5 | 298 | 31 | 83 | 7.2 | 2.6 | 0.5 | 0no
|
38 | false | 0.6 | 0.1 | 165 | 22 | 34 | 5.9 | 2.9 | 0.9 | 1yes
|
43 | true | 22.5 | 11.8 | 143 | 22 | 143 | 6.6 | 2.1 | 0.46 | 0no
|
50 | false | 1 | 0.3 | 191 | 22 | 31 | 7.8 | 4 | 1 | 1yes
|
52 | true | 2.7 | 1.4 | 251 | 20 | 40 | 6 | 1.7 | 0.39 | 0no
|
20 | false | 16.7 | 8.4 | 200 | 91 | 101 | 6.9 | 3.5 | 1.02 | 0no
|
16 | true | 7.7 | 4.1 | 268 | 213 | 168 | 7.1 | 4 | 1.2 | 0no
|
16 | true | 2.6 | 1.2 | 236 | 131 | 90 | 5.4 | 2.6 | 0.9 | 0no
|
90 | true | 1.1 | 0.3 | 215 | 46 | 134 | 6.9 | 3 | 0.7 | 0no
|
32 | true | 15.6 | 9.5 | 134 | 54 | 125 | 5.6 | 4 | 2.5 | 0no
|
32 | true | 3.7 | 1.6 | 612 | 50 | 88 | 6.2 | 1.9 | 0.4 | 0no
|
32 | true | 12.1 | 6 | 515 | 48 | 92 | 6.6 | 2.4 | 0.5 | 0no
|
32 | true | 25 | 13.7 | 560 | 41 | 88 | 7.9 | 2.5 | 2.5 | 0no
|
32 | true | 15 | 8.2 | 289 | 58 | 80 | 5.3 | 2.2 | 0.7 | 0no
|
32 | true | 12.7 | 8.4 | 190 | 28 | 47 | 5.4 | 2.6 | 0.9 | 0no
|
60 | true | 0.5 | 0.1 | 500 | 20 | 34 | 5.9 | 1.6 | 0.37 | 1yes
|
40 | true | 0.6 | 0.1 | 98 | 35 | 31 | 6 | 3.2 | 1.1 | 0no
|
52 | true | 0.8 | 0.2 | 245 | 48 | 49 | 6.4 | 3.2 | 1 | 0no
|
31 | true | 1.3 | 0.5 | 184 | 29 | 32 | 6.8 | 3.4 | 1 | 0no
|
38 | true | 1 | 0.3 | 216 | 21 | 24 | 7.3 | 4.4 | 1.5 | 1yes
|