Table 3.
The optimal algorithm determined by using various indices for different types of datasets.
| 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 | |