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. 2021 Apr 21;13(9):2001. doi: 10.3390/cancers13092001

Table 1.

Discrimination performance on validation set for overall survival (OS) and progression-free survival (PFS).

OS PFS
Curated list Uncurated list Curated list Uncurated list
Learner C-statistics C-statistics C-statistics C-statistics
Gradient-boosted machine 0.71 0.70 0.62 0.62
Random forest 0.70 0.69 0.62 0.61
Cox-boosted 0.70 0.69 0.62 0.61
generalised linear model 0.69 0.69 0.62 0.61