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

Table 2

The performances in 1 : 1 ratio.

Algorithm	Sp (%)	Sn (%)	Acc (%)	MCC	F1 score
Neural network	58.11	59.67	58.89	0.1778	0.5857
Naïve Bayesian	37.08	75.89	56.49	0.1407	0.4601
Support vector machine	65.29	59.16	62.23	0.2450	0.6335
Random forest	72.54	53.84	63.19	0.2685	0.6634