public interface Normalizer
extends java.io.Serializable
| Modifier and Type | Method and Description |
|---|---|
java.lang.String |
denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataIndex)
Denormalize a value.
|
int |
normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputIndex)
Normalize a column from a double.
|
int |
normalizeColumn(ColumnDefinition colDef,
java.lang.String value,
double[] outputData,
int outputIndex)
Normalize a column from a string.
|
int |
outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int outputSize(ColumnDefinition colDef)
colDef - The column to check.int normalizeColumn(ColumnDefinition colDef, java.lang.String value, double[] outputData, int outputIndex)
colDef - The column that is being normalized.value - The value to normalize.outputData - The array to output to.outputIndex - The index to start at in outputData.int normalizeColumn(ColumnDefinition colDef, double value, double[] outputData, int outputIndex)
colDef - The column that is being normalized.value - The value to normalize.outputData - The array to output to.outputIndex - The index to start at in outputData.java.lang.String denormalizeColumn(ColumnDefinition colDef, MLData data, int dataIndex)
colDef - The column to denormalize.data - The data to denormalize.dataIndex - The starting location inside data.