Orderly Roulette Selection Based Ant Colony Algorithm for Hierarchical Multilabel Protein Function Prediction

Table 5

Summary of the comparisons of the algorithm (control) with the remaining algorithms according to the Vargha-Delaney -test in terms of predictive accuracy.

Dataset	hmAntMiner-C	hmAntMiner	CLUS-HSC	CLUS-SC
FunCat
cellcycle	+	+	+	+
derisi	+	+	+	+
eisen	+	+	+	+
expr	+	+	+	+
gasch1	+	+	+	+
pheno	≈	≈	+	+
seq	+	≈	+	+
spo	+	≈	+	+
GO
cellcycle	−	+	≈	+
derisi	−	+	≈	+
eisen	−	+	+	+
expr	−	+	+	+
gasch1	−	+	+	+
pheno	−	+	−	+
seq	−	≈	+	+
spo	−	≈	−	+
Better/Similar/Worse	7/1/8	11/5/0	12/2/2	16/0/0