Table 10.

Random Forest balanced accuracies during gene relevance investigation (as percentages)

Pipeline	RF PI	RF RFECV	Dummy PI	Dummy RFECV
tSNE Uniform	$57.7\pm 10.9$	$61.3\pm 10.5$	$18.3\pm 3.5$	$16.3\pm 2.1$
tSNE Log-z	$54.2\pm 7.0$	$58.4\pm 8.2$	$16.6\pm 1.4$	$16.5\pm 0.5$
tSNE Normal	$53.2\pm 8.8$	$62.5\pm 8.8$	$15.3\pm 2.1$	$17.5\pm 1.9$
UMAP Uniform	$57.7\pm 10.5$	$61.4\pm 10.5$	$15.5\pm 4.9$	$19.3\pm 2.2$
UMAP Log-z	$56.5\pm 8.9$	$58.5\pm 8.9$	$16.5\pm 3.3$	$16.9\pm 3.9$
UMAP Normal	$53.2\pm 8.8$	$62.5\pm 8.8$	$18.9\pm 1.5$	$16.4\pm 5.4$
Average	$55.4\pm 9.1$	$60.7\pm 9.3$	$16.8\pm 3.3$	$17.2\pm 3.3$