| Name | Description | Type | Package | Framework |
| AverageInterpolationMissingCellHandler | A handler that replaces missing values with a linear interpolation of the next and previous valid values. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| AverageInterpolationMissingCellHandlerFactory | Creates a handler that replaces missing values with the a linear interpolation of the previous and next non-missing values. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| AverageInterpolationStatisticMB | HashMap based statistic for average interpolation. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| AverageInterpolationStatisticTB | Table based statistic that calculates for each missing cell the linear interpolation between the previous and next valid cell. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| InterpolationMissingCellHandler | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME | |
| LinearInterpolationMissingCellHandler | A handler that replaces missing values with a linear interpolation of the next and previous valid values. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| LinearInterpolationMissingCellHandlerFactory | Creates a handler that replaces missing values with the a linear interpolation of the previous and next non-missing values. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| LinearInterpolationStatisticMB | HashMap based statistic for linear interpolation. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| LinearInterpolationStatisticTB | Table based statistic that calculates for each missing cell the linear interpolation between the previous and next valid cell. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| MappingStatistic | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME | |
| MappingTableInterpolationStatistic | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME | |
| MappingTableInterpolationStatistic .MappingTableIterator | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME | |
| NextMissingCellHandler | Selects the next non-missing value as the replacement value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| NextMissingCellHandlerFactory | Creates a handler that replaces missing values with the next valid value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| NextValidValueStatisticMB | HashMap based statistic that finds for each missing value the next valid one. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| NextValidValueStatisticTB | Table based statistic that finds for each missing value the next valid one. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| PreviousMissingCellHandler | Selects the next non-missing value as the replacement value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| PreviousMissingCellHandlerFactory | Creates a handler that replaces missing values with the last previously encountered valid value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| TimeseriesMissingCellHandlerHelper | Helper class for creating the settings models used by timeseries missing cell handlers. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |
| TimeseriesMissingCellHandlerPanel | Panel with one checkbox that lets the user choose to use a disk based statistic instead of an in-memory hashmap. | Class | org.knime.base.node.preproc.pmml.missingval.handlers.timeseries | KNIME |