Table 5.
RMSE of KNN and RF imputation at different ratios on the ID fan dataset
| Missing ratio% | KNN | RF |
|---|---|---|
| 5 | 0.2099 | 0.0549 |
| 10 | 0.1581 | 0.0416 |
| 15 | 0.1487 | 0.0654 |
Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.