BMC Genomics

Table 4 Mean RMSE value for the different datasets

From: Comparative analysis of missing value imputation methods to improve clustering and interpretation of microarray experiments

		methods									mean
		EM_gene	SkNN	kNN	LLSI	LSI_gene	Row Mean	BPCA	LSI_array	EM_array
datasets	B	0.334	0.390	0.455	0.344	0.320	0.283	0.194	0.098	0.053	0.275
	GH₂O₂	0.586	0.445	0.431	0.452	0.358	0.319	0.334	0.068	0.028	0.336
	OS	0.444	0.369	0.383	0.379	0.377	0.263	0.257	0.077	0.036	0.287
	L	0.388	0.292	0.300	0.078	0.261	0.215	0.250	0.028	0.020	0.204
	GHeat	0.703	0.426	0.350	0.412	0.403	0.541	0.690	0.091	0.054	0.408
	mean	0.491	0.384	0.384	0.333	0.344	0.324	0.345	0.072	0.038	0.302

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ISSN: 1471-2164

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