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Journal of Big Data

Table 5 RMSE of KNN and RF imputation at different ratios on the ID fan dataset

From: A survey on missing data in machine learning

Missing ratio%

KNN

RF

5

0.2099

0.0549

10

0.1581

0.0416

15

0.1487

0.0654

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