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. 2019 Aug 16;10:724. doi: 10.3389/fgene.2019.00724

Table 4.

Comparison of model performance.

Assessment index CpG-based
model
TMB-based model TMB (TCGA)-based
model
MAE 0.03 0.05 0.05
RMSE 0.04 0.07 0.06
Spearman correlation 0.93 0.58 0.69

TMB, tumor mutational burden; TCGA, The Cancer Genome Atlas; mean absolute error; RMSE, root-mean-square error.