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. 2022 Jun 30;13:926927. doi: 10.3389/fgene.2022.926927

TABLE 4.

The Accuracy and AUROC results of different prediction algorithms.

Gene expression Methylation expression Gene expression and DNA methylation
MI t-SNE DEG MI t-SNE DMP MI t-SNE DEG + DMP
RF ACC 0.8387 0.5448 0.9435 0.5044 0.5766 0.9465 0.5000 0.5726 0.9659
AUROC 0.8653 0.5489 0.9407 0.5053 0.5889 0.9377 0.5000 0.6209 0.9694
KNN ACC 0.9293 0.5325 0.9435 0.5641 0.5171 0.9571 0.6132 0.4974 0.9778
AUROC 0.9290 0.4516 0.9469 0.5667 0.5559 0.9459 0.6065 0.5171 0.9780
NB ACC 0.6714 0.5065 0.9354 0.5044 0.6196 0.9659 0.5000 0.6099 0.9750
AUROC 0.6264 0.4542 0.9317 0.5000 0.6192 0.9579 0.5000 0.5964 0.9652