Identification of Nephrogenic Therapeutic Biomarkers of Wilms Tumor Using Machine Learning

Table 1

The coefficients, value, Z score, raw importance, and relative importance of these eight genes.

Gene	Coef	z		Raw importance	Relative importance
UMOD	0.5919	1.612	0.1071	0.02239931	0.57317073
TMPRSS2	−0.02884	−0.048	0.9614	0.01098428	0.35772358
NAT8	0.76363	2.174	0.0297	0.01378419	0.41056911
KCNJ1	−0.59586	−1.271	0.2036	0.01270730	0.39024390
HMGCS2	−0.16687	−0.467	0.6403	0.045014	1
DEFB1	−0.66439	−1.755	0.0793	0.01550722	0.44308943
CLDN19	0.05435	0.158	0.8741	0.01076889	0.35365854
AQP2	−0.39844	−1.396	0.1628	0.00818436	0.30487805

Coef: coefficient; : value; z: Z score.