SubRF_Seq: Identification of Sub-Golgi Protein Types with Random Forest with Partial Sequence Information

Table 2

Comparison of the effects of different classifiers.

Cutting	RF		SVM		CNN		KNN		ANN
	Acc (%)	AUC	Acc (%)	AUC	Acc (%)	AUC	Acc (%)	AUC	Acc (%)	AUC
20 + 3	82.81	0.8544	67.19	0.6448	70.31	0.7179	62.5	0.549	78.13	0.4042
4 + 17	85.94	0.8492	76.56	0.7858	76.56	0.7451	67.19	0.6531	78.13	0.6456
18 + 25	82.81	0.7828	65.63	0.6365	78.13	0.7602	60.94	0.7451	68.75	0.4781
20 + 11	79.69	0.7828	68.75	0.7873	81.25	0.736	62.5	0.7572	60.03	0.7188
11 + 11	82.81	0.773	70.31	0.7451	73.44	0.7315	56.25	0.5038	68.75	0.4962