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. 2023 Apr 26;24:169. doi: 10.1186/s12859-023-05273-5

Table 2.

Average classification performance for breast cancer subtype classification using different omics datasets

Multi-omics Single omics
Gene + methyl + microRNA Gene + methyl Gene + microRNA Methyl + microRNA Gene Methyl MicroRNA
Accuracy 0.909 0.865 0.889 0.820 0.863 0.817 0.85
F1-score 0.908 0.857 0.886 0.807 0.852 0.806 0.842
p-value < 0.05 < 0.05 < 0.01 < 0.05 < 0.01 < 0.01

Wilcoxon signed rank test was performed using the performance results using all three omics dataset and results from each combination of different omics dataset