Table 2 Important features in clinical model.

From: Predictive model of castration resistance in advanced prostate cancer by machine learning using genetic and clinical data: KYUCOG-1401-A study

#

Parameter

Score

Median weight

1

Hypertension

0.776

0.012

2

Total testosterone

0.524

0.015

3

Total cholesterol

0.495

0.015

4

Lymphocyte (%)

0.356

0.012

5

Gleason score

0.337

−0.011

6

ALB

0.178

0.008

7

BUN

0.176

−0.012

8

N-category

0.171

−0.007

9

Age

0.132

0.006

10

Dyslipidemia

0.117

−0.007

11

AST

0.112

0.008

12

PSA

0.107

−0.009

  1. ALB albumin, AST aspartate aminotransferase, BUN blood urea nitrogen, PSA prostate-specific antigen.