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

Table 1

The performances in 1 : 2 ratio.

Algorithm	Sp (%)	Sn (%)	Acc (%)	MCC	F1 score
Neural network	59.84	68.46	64.15	0.2841	0.6254
Naïve Bayesian	34.31	77.07	55.69	0.1259	0.4364
Support vector machine	70.84	66.70	68.77	0.3757	0.6940
Random forest	87.65	54.15	70.90	0.4436	0.7507