| Name | Description | Type | Package | Framework |
| DiscardMissing | Handle missing values by discarding them. | Class | org.encog.app.analyst.missing | HeatonReasearch |
| HandleMissingValues | Interface | org.encog.app.analyst.missing | HeatonReasearch | |
| MeanAndModeMissing | Class | org.encog.app.analyst.missing | HeatonReasearch | |
| NegateMissing | Class | org.encog.app.analyst.missing | HeatonReasearch | |