| 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 |
| DoNothingMissingCellHandler | Does not replace missing values. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoNothingMissingCellHandlerFactory | A factory that creates a handler that does nothing. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoubleMeanMissingCellHandler | Replaces missing values with the mean of the column. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoubleMeanMissingCellHandlerFactory | Creates a handler that replaces missing values with the mean. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoubleMovingAverageMissingCellHandler | A handler that replaces missing values in a cell with the average of cells before and after it. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoubleMovingAverageMissingCellHandlerFactory | Creates a handler that replaces missing values with the moving average of cells around it. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| DoubleMovingAveragePanel | A panel where the user can select lookbehind and lookahead for the DoubleMovingAverageMissingCellHandler. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedDoubleValueMissingCellHandler | Replaces missing values with a fixed double value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedDoubleValueMissingCellHandlerFactory | Creates a handler that replaces missing values with a fixed value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedDoubleValuePanel | A panel that has a field for entering a double value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedIntegerValueMissingCellHandler | Replaces missing values with a fixed integer. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedIntegerValueMissingCellHandlerFactory | Creates a handler that replaces missing values with a fixed integer. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedIntegerValuePanel | A panel that has a field for entering an integer value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedLongValueMissingCellHandler | Replaces missing values with a fixed integer. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedLongValueMissingCellHandlerFactory | Creates a handler that replaces missing values with a fixed integer. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedLongValuePanel | A panel that has a field for entering an integer value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedStringValueMissingCellHandler | Replaces missing values with a fixed integer. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedStringValueMissingCellHandlerFactory | Creates a handler that replaces missing values witha fixed string. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| FixedStringValuePanel | A panel with a field for entering a string value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| IntegerMeanMissingCellHandler | A handler that replaces missing values with the rounded mean of the column. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| IntegerMeanMissingCellHandlerFactory | Creates a handler that replaces missing values with the column's rounded mean. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | 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 | |
| MaxMissingCellHandler | Replaces missing values in a column with the maximum value in this column. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MaxMissingCellHandlerFactory | Creates a handler that replaces missing values with the column's maximum value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MedianNumberMissingCellHandler | Replaces missing values with the column's median value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MedianNumberMissingCellHandlerFactory | Creates a handler that replaces missing values with the column's median value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MinMissingCellHandler | Replaces missing values in a column with the smallest value in this column. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MinMissingCellHandlerFactory | Creates a handler that replaces missing values with the column's minimum value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MostFrequentValueMissingCellHandler | Replaces missing values with the column's most frequent value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MostFrequentValueMissingCellHandlerFactory | Creates a handler that replaces missing values with the column's most frequent value. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| MostFrequentValueStatistic | Calculates the most frequent value for a single column. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | 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 |
| RemoveRowMissingCellHandler | Removes a row if it has a missing value in the column this handler is configured for. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | KNIME |
| RemoveRowMissingCellHandlerFactory | Creates a handler that removes rows with a missing value in the column it is configured for. | Class | org.knime.base.node.preproc.pmml.missingval.handlers | 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 |