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

Table 3

Results for missing value estimation algorithm (Spellman, cdc15).

RMSEθ	0.4	0.45	0.5	0.55	0.6	0.65	0.7
Original LRFDVImpute	0.016832094	0.016760968	0.016706119	0.016682418	0.016768837	0.016733642	0.049482242
Modified LRFDVImpute	0.016781257	0.016710318	0.016736613	0.016723349	0.016637753	0.017023671	0.057225615