Prediction and Analysis of Protein Ubiquitin Sites in the Model Plant A. thaliana

Table 3

The performances in 1 : 3 ratio.

Algorithm	Sp (%)	Sn (%)	Acc (%)	MCC	F1 score
Neural network	36.68	75.48	56.08	0.1319	0.4551
Naïve Bayesian	56.70	56.37	56.54	0.1307	0.5661
Support vector machine	77.48	59.70	68.59	0.3778	0.7115
Random forest	83.43	56.83	70.13	0.4176	0.7364