Table 3 IV scores between Features and target in Dataset A.
From: Early prediction of postpartum dyslipidemia in gestational diabetes using machine learning models
Features | IV Score | Features | IV Score |
|---|---|---|---|
Feature2 | 0.825 | Thrombin time | 0.130 |
Feature1 | 0.775 | Gamma-glutamyltransferase | 0.125 |
Feature3 | 0.752 | Neutrophils | 0.121 |
Total cholesterol | 0.625 | Total bile acid | 0.121 |
Triglycerides glucose index | 0.502 | Total bilirubin | 0.120 |
Triglycerides | 0.464 | Alanine aminotransferase | 0.118 |
Free thyroxine | 0.244 | Urea/creatinine | 0.117 |
Free triiodothyronine | 0.235 | ALT/AST | 0.116 |
Partial thromboplastin time | 0.221 | Urea | 0.115 |
Uric acid | 0.211 | Fasting blood glucose | 0.114 |
Pre-pregnancy BMI | 0.209 | Thyrotropin | 0.113 |
Total protein | 0.201 | Maternal age | 0.113 |
Platelet count | 0.194 | Erythrocyte count | 0.109 |
Cholinesterases | 0.191 | Placental weight | 0.107 |
Birth weight | 0.165 | Creatinine | 0.093 |
Lymphocytes | 0.165 | Aspartate Aminotransferase | 0.091 |
Neutrophils/platelet | 0.156 | Albumins | 0.091 |
Alkaline phosphatase | 0.146 | Fibrinogen | 0.082 |
Hematocrit | 0.144 | Hemoglobins | 0.063 |
Leukocyte count | 0.144 | Monocytes | 0.060 |
Platelet/lymphocytes | 0.141 | Gestation | 0.049 |
Gestational weight gain | 0.138 | Parity | 0.045 |
Direct bilirubin | 0.131 |
