Multi-objective dynamic population shuffled frog-leaping biclustering of microarray data

BMC Genomics

Table 3 Comparative study of three algorithms

	MOPSOB		MOSFLB		DMOPSOB		MODPSFLB
Dataset	Yeast	Human	Yeast	Human	Yeast	Human	Yeast	Human
Avg. MSR	218.54	927.47	215.98	913.53	216.13	905.23	212.8	904.9
Avg. size	10510.8	34012.24	1109.23	35507.22	11213.5	35442.98	11220.7	35601.8
Avg. genes	1102.84	902.41	1148.21	928.12	1151.25	932.57	1154.21	933.9
Avg. conditions	9.31	40.12	9.78	43.11	9.59	42.78	9.81	43029
Max size	15613	37666	15709	37871	14770	37231	14827	37486
Avg. time	120.78	328.56	111.41	319.88	100.47	310.34	88.24	287.98

Table 3 compares the performance of two algorithms. It gives the average of mean squared residue and the average size of the found biclusters, and gives computation cost of two algorithms.

ISSN: 1471-2164