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Table 3 C-index values of random forest model in four types of cancer

From: Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model

Data set

n_estimator

Max_depth

c-index

Training-GBM

30

5

0.6550

Test-GBM

30

5

0.5598

Training-BRCA

40

7

0.7849

Test-BRCA

40

7

0.5946

Training-LUAD

30

6

0.7433

Test-LUAD

30

6

0.5593

Training-SKCM

60

9

0.9419

Test-SKCM

60

9

0.5112