Skip to main content
. 2020 Feb 26;8:134. doi: 10.3389/fbioe.2020.00134

TABLE 2.

Cross-validation and independent testing scores of two different classifiers for three species.

Species Algorithm 10 fold cross-validation Independent testing


ACC MCC Sn Sp auROC ACC MCC Sn Sp auROC
H. sapiens SVM 62.0% 0.240 61.4% 62.6% 0.656 64.0% 0.280 66.0% 62.0% 0.679
RF 64.3% 0.287 66.1% 62.6% 0.700 75.0% 0.501 78.0% 72.0% 0.800
S. cerevisiae SVM 67.5% 0.352 73.7% 61.2% 0.720 72.5% 0.45 73.0% 73.0% 0.786
RF 74.8% 0.497 77.2% 72.4% 0.810 77.0% 0.540 75.0% 79.0% 0.838
M. musculus SVM 70.7% 0.42 65.9% 75.4% 0.759 / / / / /
RF 74.8% 0.50 73.1% 76.5% 0.796 / / / / /