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. 2021 Apr 23;13:68. doi: 10.1186/s13073-021-00864-4

Table 4.

Cancer-control classification performance on held-out data with area under the precision-recall curve (AUPRC) after feature selection by different methods

Features Top 300 Limma Top 300 heterogeneous Top Het. features All features Literature
features features transformed features
Ovarian cancer 0.695 0.743 0.948 0.696 0.503
Breast cancer 0.530 0.612 0.965 0.632 0.541