Table 5. Frequency of feature incorporation in the alcoholic liver cirrhosis classification models.
Rank | Clinical Characteristics Only Model | Frequency % 2 | Lipids-Only Model | Frequency % 3 | Lipids and Clinical Characteristics Model | Frequency % 4 |
---|---|---|---|---|---|---|
1 | Platelet | 99.00 | PC 32:0 | 98.17 | PC 32:0 | 96.83 |
2 | Albumin | 96.17 | THC 24:1 | 97.50 | THC 24:1 | 94.83 |
3 | INR | 93.50 | THC 20:0 | 94.67 | THC 22:0 | 93.33 |
4 | Hemoglobin | 57.17 | THC 22:0 | 94.00 | THC 20:0 | 91.83 |
5 | WBC | 56.50 | PC(O-32:0) | 93.83 | PC(O-32:0) | 91.50 |
6 | Bilirubin | 20.50 | DHC 20:0 | 88.67 | DHC 20:0 | 88.83 |
7 | BMI | 13.17 | PC 31:0 | 86.50 | PC 31:0 | 84.83 |
8 | Triglycerides | 12.83 | PC(O-34:1) | 85.33 | Platelet | 82.50 |
9 | Sex | 10.83 | PC 36:5 | 81.50 | PC(O-34:1) | 80.50 |
10 | DBP | 9.33 | PC(P-34:3) | 74.50 | PC 36:5 | 73.67 |
11 | AST/ALT 5 | 7.50 | LPC 20:5 | 74.00 | DHC 22:0 | 72.00 |
12 | HDL | 6.50 | DHC 22:0 | 70.83 | INR | 68.50 |
13 | LDL | 4.83 | PC 30:0 | 69.00 | PC(P-34:3) | 68.17 |
14 | GGT | 4.00 | LPE 22:6 | 69.00 | LPC 20:5 | 65.50 |
15 | Creatinine | 2.50 | THC 24:0 | 63.00 | PC 30:0 | 62.50 |
16 | AC 1 (Per day) | 2.33 | THC 18:0 | 59.33 | Hemoglobin | 56.50 |
17 | AC 1 (Life time) | 1.67 | LPI 20:4 | 57.33 | LPI 20:4 | 55.33 |
18 | AC 1 (Per year) | 1.33 | PC(O-32:1) | 51.33 | LPE 22:6 | 55.17 |
19 | SBP | 0.17 | SM 33:1 | 45.50 | THC 18:0 | 54.50 |
20 | Cholesterol | 0.17 | LPC 20:4 | 41.67 | THC 24:0 | 49.50 |
1 AC: Alcohol consumption.
2 Based on model containing 5 features.
3 Based on model containing 25 features.
4 Based on model containing 25 features.
5 Aspartate transaminase/alanine aminotransferase.