An Improved Fuzzy Based Missing Value Estimation in DNA Microarray Validated by Gene Ranking

Table 5

Performance comparison with other existing methods.

Dataset	SVDImpute	LLSImpute	FDVLLSImpute	FDVSPLINEImpute	FDVLRImpute with
					Original LRFDVImpute	Modified LRFDVImpute
alpha	0.03395	0.07853	0.096	0.063	0.012562782	0.012389872
cdc15	0.05055	0.1208	0.258	0.127	0.016682418	0.016723349
elu	0.01585	0.0033	0.044	.019	0	0