Research Article
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 |
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