Journal of Engineering and Applied Science

Table 2 Methods across evaluation techniques

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

Algorithm	Evaluation technique
Algorithm	NRMSE	Time	GC	ED	SNR	FDC
SVD	√	↔	↓	↔	↔	√
BPCA	√	↔	↓	↔	↔	√
Col-Mean	↓	↓	↓	↔	↔	√
Gene-Mean	√	↓	↓	↔	↔	√
Col-Median	√	↓	↓	↓	↓	↓
Gene-Median	√	↓	↓	↔	↔	√
LLS	√	↔	↓	↔	↔	√
KNN	√	√	↓	↔	↔	√
CCMQM	√	√	√	√	↔	√

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