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 |
---|---|---|---|---|---|---|---|---|---|---|
66 | false | 0.7 | 0.2 | 162 | 24 | 20 | 6.4 | 3.2 | 1 | 1yes
|
50 | true | 7.3 | 3.7 | 92 | 44 | 236 | 6.8 | 1.6 | 0.3 | 0no
|
42 | false | 0.5 | 0.1 | 162 | 155 | 108 | 8.1 | 4 | 0.9 | 0no
|
65 | true | 0.7 | 0.2 | 199 | 19 | 22 | 6.3 | 3.6 | 1.3 | 1yes
|
22 | true | 0.8 | 0.2 | 198 | 20 | 26 | 6.8 | 3.9 | 1.3 | 0no
|
31 | false | 0.8 | 0.2 | 215 | 15 | 21 | 7.6 | 4 | 1.1 | 0no
|
45 | true | 0.7 | 0.2 | 180 | 18 | 58 | 6.7 | 3.7 | 1.2 | 1yes
|
12 | true | 1 | 0.2 | 719 | 157 | 108 | 7.2 | 3.7 | 1 | 0no
|
48 | true | 2.4 | 1.1 | 554 | 141 | 73 | 7.5 | 3.6 | 0.9 | 0no
|
48 | true | 5 | 2.6 | 555 | 284 | 190 | 6.5 | 3.3 | 1 | 0no
|
18 | true | 1.4 | 0.6 | 215 | 440 | 850 | 5 | 1.9 | 0.6 | 0no
|
23 | false | 2.3 | 0.8 | 509 | 28 | 44 | 6.9 | 2.9 | 0.7 | 1yes
|
65 | true | 4.9 | 2.7 | 190 | 33 | 71 | 7.1 | 2.9 | 0.7 | 0no
|
48 | true | 0.7 | 0.2 | 208 | 15 | 30 | 4.6 | 2.1 | 0.8 | 1yes
|
65 | true | 1.4 | 0.6 | 260 | 28 | 24 | 5.2 | 2.2 | 0.7 | 1yes
|
70 | true | 1.3 | 0.3 | 690 | 93 | 40 | 3.6 | 2.7 | 0.7 | 0no
|
70 | true | 0.6 | 0.1 | 862 | 76 | 180 | 6.3 | 2.7 | 0.75 | 0no
|
11 | true | 0.7 | 0.1 | 592 | 26 | 29 | 7.1 | 4.2 | 1.4 | 1yes
|
50 | true | 4.2 | 2.3 | 450 | 69 | 50 | 7 | 3 | 0.7 | 0no
|
55 | false | 8.2 | 3.9 | 1,350 | 52 | 65 | 6.7 | 2.9 | 0.7 | 0no
|
55 | false | 10.9 | 5.1 | 1,350 | 48 | 57 | 6.4 | 2.3 | 0.5 | 0no
|
26 | true | 1 | 0.3 | 163 | 48 | 71 | 7.1 | 3.7 | 1 | 1yes
|
41 | true | 1.2 | 0.5 | 246 | 34 | 42 | 6.9 | 3.4 | 0.97 | 0no
|
53 | true | 1.6 | 0.9 | 178 | 44 | 59 | 6.5 | 3.9 | 1.5 | 1yes
|
32 | false | 0.7 | 0.1 | 240 | 12 | 15 | 7 | 3 | 0.7 | 0no
|
58 | true | 0.4 | 0.1 | 100 | 59 | 126 | 4.3 | 2.5 | 1.4 | 0no
|
45 | true | 1.3 | 0.6 | 166 | 49 | 42 | 5.6 | 2.5 | 0.8 | 1yes
|
65 | true | 0.9 | 0.2 | 170 | 33 | 66 | 7 | 3 | 0.75 | 0no
|
52 | false | 0.6 | 0.1 | 194 | 10 | 12 | 6.9 | 3.3 | 0.9 | 1yes
|
73 | true | 1.9 | 0.7 | 1,750 | 102 | 141 | 5.5 | 2 | 0.5 | 0no
|
53 | false | 0.7 | 0.1 | 182 | 20 | 33 | 4.8 | 1.9 | 0.6 | 0no
|
47 | false | 0.8 | 0.2 | 236 | 10 | 13 | 6.7 | 2.9 | 0.76 | 1yes
|
29 | true | 0.7 | 0.2 | 165 | 55 | 87 | 7.5 | 4.6 | 1.58 | 0no
|
41 | false | 0.9 | 0.2 | 201 | 31 | 24 | 7.6 | 3.8 | 1 | 1yes
|
30 | false | 0.7 | 0.2 | 194 | 32 | 36 | 7.5 | 3.6 | 0.92 | 1yes
|
17 | false | 0.5 | 0.1 | 206 | 28 | 21 | 7.1 | 4.5 | 1.7 | 1yes
|
23 | true | 1 | 0.3 | 212 | 41 | 80 | 6.2 | 3.1 | 1 | 0no
|
35 | true | 1.6 | 0.7 | 157 | 15 | 44 | 5.2 | 2.5 | 0.9 | 0no
|
65 | true | 0.8 | 0.2 | 162 | 30 | 90 | 3.8 | 1.4 | 0.5 | 0no
|
42 | false | 0.8 | 0.2 | 168 | 25 | 18 | 6.2 | 3.1 | 1 | 0no
|
49 | false | 0.8 | 0.2 | 198 | 23 | 20 | 7 | 4.3 | 1.5 | 0no
|
42 | false | 2.3 | 1.1 | 292 | 29 | 39 | 4.1 | 1.8 | 0.7 | 0no
|
42 | false | 7.4 | 3.6 | 298 | 52 | 102 | 4.6 | 1.9 | 0.7 | 0no
|
42 | false | 0.7 | 0.2 | 152 | 35 | 81 | 6.2 | 3.2 | 1.06 | 0no
|
61 | true | 0.8 | 0.2 | 163 | 18 | 19 | 6.3 | 2.8 | 0.8 | 1yes
|
17 | true | 0.9 | 0.2 | 279 | 40 | 46 | 7.3 | 4 | 1.2 | 1yes
|
54 | true | 0.8 | 0.2 | 181 | 35 | 20 | 5.5 | 2.7 | 0.96 | 0no
|
45 | false | 23.3 | 12.8 | 1,550 | 425 | 511 | 7.7 | 3.5 | 0.8 | 0no
|
48 | false | 0.8 | 0.2 | 142 | 26 | 25 | 6 | 2.6 | 0.7 | 0no
|
48 | false | 0.9 | 0.2 | 173 | 26 | 27 | 6.2 | 3.1 | 1 | 0no
|
65 | true | 7.9 | 4.3 | 282 | 50 | 72 | 6 | 3 | 1 | 0no
|
35 | true | 0.8 | 0.2 | 279 | 20 | 25 | 7.2 | 3.2 | 0.8 | 0no
|
58 | true | 0.9 | 0.2 | 1,100 | 25 | 36 | 7.1 | 3.5 | 0.9 | 0no
|
46 | true | 0.7 | 0.2 | 224 | 40 | 23 | 7.1 | 3 | 0.7 | 0no
|
28 | true | 0.6 | 0.2 | 159 | 15 | 16 | 7 | 3.5 | 1 | 1yes
|
21 | false | 0.6 | 0.1 | 186 | 25 | 22 | 6.8 | 3.4 | 1 | 0no
|
32 | true | 0.7 | 0.2 | 189 | 22 | 43 | 7.4 | 3.1 | 0.7 | 1yes
|
61 | true | 0.8 | 0.2 | 192 | 28 | 35 | 6.9 | 3.4 | 0.9 | 1yes
|
26 | true | 6.8 | 3.2 | 140 | 37 | 19 | 3.6 | 0.9 | 0.3 | 0no
|
65 | true | 1.1 | 0.5 | 686 | 16 | 46 | 5.7 | 1.5 | 0.35 | 0no
|
22 | false | 2.2 | 1 | 215 | 159 | 51 | 5.5 | 2.5 | 0.8 | 0no
|
28 | false | 0.8 | 0.2 | 309 | 55 | 23 | 6.8 | 4.1 | 1.51 | 0no
|
38 | true | 0.7 | 0.2 | 110 | 22 | 18 | 6.4 | 2.5 | 0.64 | 0no
|
25 | true | 0.8 | 0.1 | 130 | 23 | 42 | 8 | 4 | 1 | 0no
|
45 | false | 0.7 | 0.2 | 164 | 21 | 53 | 4.5 | 1.4 | 0.45 | 1yes
|
45 | false | 0.6 | 0.1 | 270 | 23 | 42 | 5.1 | 2 | 0.5 | 1yes
|
28 | false | 0.6 | 0.1 | 137 | 22 | 16 | 4.9 | 1.9 | 0.6 | 1yes
|
28 | false | 1 | 0.3 | 90 | 18 | 108 | 6.8 | 3.1 | 0.8 | 1yes
|
66 | true | 1 | 0.3 | 190 | 30 | 54 | 5.3 | 2.1 | 0.6 | 0no
|
66 | true | 0.8 | 0.2 | 165 | 22 | 32 | 4.4 | 2 | 0.8 | 0no
|
66 | true | 1.1 | 0.5 | 167 | 13 | 56 | 7.1 | 4.1 | 1.36 | 0no
|
49 | false | 0.6 | 0.1 | 185 | 17 | 26 | 6.6 | 2.9 | 0.7 | 1yes
|
42 | true | 0.7 | 0.2 | 197 | 64 | 33 | 5.8 | 2.4 | 0.7 | 1yes
|
42 | true | 1 | 0.3 | 154 | 38 | 21 | 6.8 | 3.9 | 1.3 | 1yes
|
35 | true | 2 | 1.1 | 226 | 33 | 135 | 6 | 2.7 | 0.8 | 1yes
|
38 | true | 2.2 | 1 | 310 | 119 | 42 | 7.9 | 4.1 | 1 | 1yes
|
38 | true | 0.9 | 0.3 | 310 | 15 | 25 | 5.5 | 2.7 | 1 | 0no
|
55 | true | 0.6 | 0.2 | 220 | 24 | 32 | 5.1 | 2.4 | 0.88 | 0no
|
33 | true | 7.1 | 3.7 | 196 | 622 | 497 | 6.9 | 3.6 | 1.09 | 0no
|
33 | true | 3.4 | 1.6 | 186 | 779 | 844 | 7.3 | 3.2 | 0.7 | 0no
|
7 | true | 0.5 | 0.1 | 352 | 28 | 51 | 7.9 | 4.2 | 1.1 | 1yes
|
45 | true | 2.3 | 1.3 | 282 | 132 | 368 | 7.3 | 4 | 1.2 | 0no
|
45 | true | 1.1 | 0.4 | 92 | 91 | 188 | 7.2 | 3.8 | 1.11 | 0no
|
30 | true | 0.8 | 0.2 | 182 | 46 | 57 | 7.8 | 4.3 | 1.2 | 1yes
|
62 | true | 5 | 2.1 | 103 | 18 | 40 | 5 | 2.1 | 1.72 | 0no
|
22 | false | 6.7 | 3.2 | 850 | 154 | 248 | 6.2 | 2.8 | 0.8 | 0no
|
42 | false | 0.8 | 0.2 | 195 | 18 | 15 | 6.7 | 3 | 0.8 | 0no
|
32 | true | 0.7 | 0.2 | 276 | 102 | 190 | 6 | 2.9 | 0.93 | 0no
|
60 | true | 0.7 | 0.2 | 171 | 31 | 26 | 7 | 3.5 | 1 | 1yes
|
65 | true | 0.8 | 0.1 | 146 | 17 | 29 | 5.9 | 3.2 | 1.18 | 1yes
|
53 | false | 0.8 | 0.2 | 193 | 96 | 57 | 6.7 | 3.6 | 1.16 | 0no
|
27 | true | 1 | 0.3 | 180 | 56 | 111 | 6.8 | 3.9 | 1.85 | 1yes
|
35 | false | 1 | 0.3 | 805 | 133 | 103 | 7.9 | 3.3 | 0.7 | 0no
|
65 | true | 0.7 | 0.2 | 265 | 30 | 28 | 5.2 | 1.8 | 0.52 | 1yes
|
25 | true | 0.7 | 0.2 | 185 | 196 | 401 | 6.5 | 3.9 | 1.5 | 0no
|
32 | true | 0.7 | 0.2 | 165 | 31 | 29 | 6.1 | 3 | 0.96 | 1yes
|
24 | true | 1 | 0.2 | 189 | 52 | 31 | 8 | 4.8 | 1.5 | 0no
|
67 | true | 2.2 | 1.1 | 198 | 42 | 39 | 7.2 | 3 | 0.7 | 0no
|
68 | true | 1.8 | 0.5 | 151 | 18 | 22 | 6.5 | 4 | 1.6 | 0no
|
55 | true | 3.6 | 1.6 | 349 | 40 | 70 | 7.2 | 2.9 | 0.6 | 0no
|