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

Table 6

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

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	11/0/5	12/4/0	16/0/0	16/0/0