TOPPER: Topology Prediction of Transmembrane Protein Based on Evidential Reasoning

Table 2

Prediction performance of various algorithms in residue level.

Algorithm	Class	Recall; (%)	Precision; (%)	𝐹 score	Accuracy; (%)
	i	86.18	71.13	0.7793
OCTOPUS	M	74.58	91.01	0.8198	78.69
	o	77.11	72.62	0.7480
	i	85.26	71.81	0.7796
PRO	M	73.08	89.17	0.8033	77.91
	o	77.66	71.30	0.7434
	i	82.44	71.38	0.7651
PRODIV	M	75.34	89.04	0.8162	77.63
	o	76.05	70.32	0.7307
	i	86.18	71.13	0.7793
SCAMPI-msa	M	74.58	91.01	0.8198	78.69
	o	77.11	72.62	0.7480
	i	82.84	70.98	0.7646
SCAMPI-seq	M	73.38	90.43	0.8102	77.66
	o	78.92	70.14	0.7427
	i	85.96	73.77	0.7940
TOPPER	M	74.82	91.81	0.8245	80.00
	o	81.85	72.98	0.7716