Table 1 Predictive performance of single category of feature
From: 6mA-StackingCV: an improved stacking ensemble model for predicting DNA N6-methyladenine site
Feature category | ACC (95%CI) | AUC (95%CI) |
|---|---|---|
NAC | 0.5760 (0.5687–0.5834) | 0.6134 (0.6043–0.6225) |
Kmer(K = 3) | 0.6776 (0.6730–0.6822) | 0.7447 (0.7386–0.7509) |
ANF | 0.8005 (0.7959–0.8051) | 0.8795 (0.8768–0.8823) |
ENAC | 0.9348 (0.9316–0.9379) | 0.9799 (0.9781–0.9818) |
One-hot | 0.9461 (0.9428–0.9495) | 0.9847 (0.9834–0.9860) |
NCP | 0.9447 (0.9420–0.9474) | 0.9840 (0.9831–0.9849) |
EIIP | 0.9427 (0.9395–0.9458) | 0.9833 (0.9822–0.9844) |