Korean Journal of Family Practice

Table. 4.

Permutation feature importance of hypertension classification

Random forest Gradient boosting model
Age (0.059) Age (0.085)
Cholesterol (0.007) Cholesterol (0.011)
Fraternal hypertension (0.006) Education level (0.007)
Education level (0.004) Fraternal hypertension (0.006)
Urine acid (0.003) Urine protein (0.004)
Height (0.003) Urine natrium (0.004)
Creatinine (0.003) Height (0.004)
Maternal hypertension (0.002) Creatine (0.003)
Glucose (0.002) Red blood cell count (0.003)
Urine specific gravity (0.001) White blood cell count (0.003)
Korean J Fam Pract 2022;12:173~178 https://doi.org/10.21215/kjfp.2022.12.3.173
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