Analyzing Surgical Treatment of Intestinal Obstruction in Children with Artificial Intelligence

Table 3

Importance score of the top 20 characteristics.

Top 10 characteristics	The importance of value
(1) Creatine kinase isoenzymes (CK-MB)	0.049424
(2) Serum amyloid A protein (SAA)	0.048963
(3) Creatinine (CR)	0.047484
(4) C-reactive protein (CRP)	0.038210
(5) Chlorine (Cl)	0.034116
(6) CK/CK-MB	0.030630
(7) Albumin (ALB)	0.025981
(8) Albumin to globulin ratio (A/G)	0.024438
(9) Fibrinogen (CFbg)	0.023145
(10) Complement-C1q (C1q)	0.020137
(11) Lymphocyte percentage (LYMPH %)	0.019215
(12) Neutrophil number (NEUT#)	0.019043
(13) Age	0.018901
(14) Lymphocyte number (LYMPH#)	0.017077
(15) Total bilirubin (TBIL)	0.016674
(16) Neutrophil percentage (NEUT %)	0.016298
(17) Direct bilirubin (DBIL)	0.016145
(18) Lactate dehydrogenase (LDH)	0.016123
(19) Platelet (PLT)	0.016025
(20) Urea nitrogen (BUN)	0.015857