Table 8 Average time and memory usage
From: Methylation data imputation performances under different representations and missingness patterns
Method | Avg time | Avg RAM |
|---|---|---|
mean | <1s | 27MB |
impute.knn | 2s | 81MB |
softImpute | <1s | 74MB |
imputePCA | 19s | 204MB |
SVDmiss | 2m | 4GB |
missForest | 18h | 280MB |
methyLImp | 21m | 129MB |