| Name | Description | Type | Package | Framework |
| KNearestNeighbors | Replaces the missing value with the average of the values of its nearest This technique does not guarantee that all missing will be replaced. | Class | net.sf.javaml.filter.missingvalue | JavaML |
| RemoveMissingValue | Removes all instances that have missing values. | Class | net.sf.javaml.filter.missingvalue | JavaML |
| ReplaceWithValue | Replaces all Double. | Class | net.sf.javaml.filter.missingvalue | JavaML |