From: Missing value imputation for microarray data: a comprehensive comparison study and a web tool
Index | Data | Best algorithm |
---|---|---|
NRMSE | Time series | ILLS |
 | Non-time series | LS |
 | Mixed type | LS |
 | All Data | LS |
CPP | Time series | ILLS, LLS |
 | Non-time series | SKNN |
 | Mixed type | LS |
 | All data | ILLS |
BLCI | Time series | SLLS |
 | Non-time series | SKNN |
 | Mixed type | ILLS |
 | All data | SLLS |
Average index | Time series | SLLS |
 | Non-time series | LS |
 | Mixed type | ILLS |
 | All data | ILLS |