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

Table 1

Summary of the protein datasets used in the experiments.

Dataset	Training set	Testing set	Attributes	Classes
FunCat
cellcycle	2476	1281	77	500
derisi	2450	1275	63	500
eisen	1587	837	79	462
expr	2488	1291	551	500
gasch1	2480	1284	173	500
pheno	1009	582	69	456
seq	2580	1339	478	500
spo	2437	1266	80	500
GO
cellcycle	2473	1278	77	4126
derisi	2447	1272	63	4120
eisen	1583	835	79	3574
expr	2485	1288	551	4132
gasch1	2477	1281	173	4126
pheno	1005	581	69	3128
seq	2568	1332	478	4134
spo	2434	1263	80	4120