Journal of Engineering and Applied Science

Table 1 Sample table of normalized root mean square errors

From: Clustering column-mean quantile median: a new methodology for imputing missing data

Methods	BPCA	LLS	KNN	SVD	Col-Mean
Datamiss10-MCAR	0.05214104	0.092514872	0.119196136	0.068532175	1.970075271
Datamiss20-MCAR	0.014523332	0.046446814	0.04910162	0.00135164	2.368917801
Datamiss30-MCAR	0.043731779	0.08784931	0.192496484	0.062374755	4.040500486
Methods	Col-Median	Gene-Mean	Gene-Median	CCMQM
Datamiss10-MCAR	0.082315756	0.109826697	0.135463842	0.080876335
Datamiss20-MCAR	0.110654622	0.102653285	0.143454981	0.179859706
Datamiss30-MCAR	0.263204848	0.124305293	0.168257497	0.289367955

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