Table 2 Parameters of ccRCC and non-ccRCC in the testing set.

From: Radiomics models based on enhanced computed tomography to distinguish clear cell from non-clear cell renal cell carcinomas

Model

AUC

Specificity

Sensitivity

F1

PP

NP

RF

0.909

0.538

0.956

0.915

0.878

0.778

LR

0.906

0.692

0.956

0.935

0.915

0.818

SVM

0.841

0.231

1.0

0.9

0.818

1.0

  1. ccRCC clear cell renal carcinoma, AUC area under the curve, PP positive prediction, NP negative prediction, RF random forest model, LR logistic regression model, SVM support vector machine. PP = ccRCC, and NP = non-ccRCC.
Back to article page