Modifier and Type | Method and Description |
---|---|
ColumnDefinition |
VersatileMLDataSet.defineSourceColumn(String name,
ColumnType colType)
Define a source column.
|
ColumnDefinition |
VersatileMLDataSet.defineSourceColumn(String name,
int index,
ColumnType colType)
Define a source column.
|
ColumnDefinition |
NormalizationHelper.defineSourceColumn(String name,
int index,
ColumnType colType)
Define a source column.
|
Modifier and Type | Method and Description |
---|---|
List<ColumnDefinition> |
NormalizationHelper.getInputColumns() |
List<ColumnDefinition> |
NormalizationHelper.getOutputColumns() |
List<ColumnDefinition> |
NormalizationHelper.getSourceColumns() |
Modifier and Type | Method and Description |
---|---|
void |
NormalizationHelper.addSourceColumn(ColumnDefinition def)
Add a source column.
|
void |
VersatileMLDataSet.defineInput(ColumnDefinition col)
Define an input column.
|
void |
NormalizationHelper.defineMissingHandler(ColumnDefinition colDef,
MissingHandler handler)
Define a missing value handler.
|
void |
VersatileMLDataSet.defineOutput(ColumnDefinition col)
Define an output column.
|
void |
VersatileMLDataSet.defineSingleOutputOthersInput(ColumnDefinition outputColumn)
Define a single column as an output column, all others as inputs.
|
int |
NormalizationHelper.normalizeToVector(ColumnDefinition colDef,
int outputColumn,
double[] output,
boolean isInput,
String value)
Normalize a single column to the input vector.
|
Modifier and Type | Method and Description |
---|---|
void |
NormalizationHelper.setInputColumns(List<ColumnDefinition> inputColumns) |
void |
NormalizationHelper.setOutputColumns(List<ColumnDefinition> outputColumns) |
void |
NormalizationHelper.setSourceColumns(List<ColumnDefinition> sourceColumns) |
Modifier and Type | Method and Description |
---|---|
double |
MeanMissingHandler.processDouble(ColumnDefinition colDef) |
double |
MissingHandler.processDouble(ColumnDefinition colDef) |
String |
MeanMissingHandler.processString(ColumnDefinition colDef)
Process a column's missing data.
|
String |
MissingHandler.processString(ColumnDefinition colDef)
Process a column's missing data.
|
Modifier and Type | Method and Description |
---|---|
String |
OneOfNNormalizer.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataColumn)
Denormalize a value.
|
String |
IndexedNormalizer.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataColumn)
Denormalize a value.
|
String |
Normalizer.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataIndex)
Denormalize a value.
|
String |
RangeOrdinal.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataColumn)
Denormalize a value.
|
String |
RangeNormalizer.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataColumn)
Denormalize a value.
|
String |
PassThroughNormalizer.denormalizeColumn(ColumnDefinition colDef,
MLData data,
int dataColumn)
Denormalize a value.
|
int |
OneOfNNormalizer.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputColumn)
Normalize a column from a double.
|
int |
IndexedNormalizer.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputColumn)
Normalize a column from a double.
|
int |
Normalizer.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputIndex)
Normalize a column from a double.
|
int |
RangeOrdinal.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputColumn)
Normalize a column from a double.
|
int |
RangeNormalizer.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputColumn)
Normalize a column from a double.
|
int |
PassThroughNormalizer.normalizeColumn(ColumnDefinition colDef,
double value,
double[] outputData,
int outputColumn) |
int |
OneOfNNormalizer.normalizeColumn(ColumnDefinition colDef,
String value,
double[] outputData,
int outputColumn)
Normalize a column from a string.
|
int |
IndexedNormalizer.normalizeColumn(ColumnDefinition colDef,
String value,
double[] outputData,
int outputColumn)
Normalize a column from a string.
|
int |
Normalizer.normalizeColumn(ColumnDefinition colDef,
String value,
double[] outputData,
int outputIndex)
Normalize a column from a string.
|
int |
RangeOrdinal.normalizeColumn(ColumnDefinition colDef,
String theValue,
double[] outputData,
int outputColumn)
Normalize a column from a string.
|
int |
RangeNormalizer.normalizeColumn(ColumnDefinition colDef,
String value,
double[] outputData,
int outputColumn)
Normalize a column from a string.
|
int |
PassThroughNormalizer.normalizeColumn(ColumnDefinition colDef,
String value,
double[] outputData,
int outputColumn)
Normalize a column from a string.
|
int |
OneOfNNormalizer.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int |
IndexedNormalizer.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int |
Normalizer.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int |
RangeOrdinal.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int |
RangeNormalizer.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
int |
PassThroughNormalizer.outputSize(ColumnDefinition colDef)
Determine the normalized size of the specified column.
|
Modifier and Type | Method and Description |
---|---|
String |
BasicNormalizationStrategy.denormalizeColumn(ColumnDefinition colDef,
boolean isInput,
MLData data,
int dataColumn)
Normalize a column, with a double input.
|
String |
NormalizationStrategy.denormalizeColumn(ColumnDefinition colDef,
boolean isInput,
MLData output,
int idx)
Normalize a column, with a double input.
|
int |
BasicNormalizationStrategy.normalizeColumn(ColumnDefinition colDef,
boolean isInput,
double value,
double[] outputData,
int outputColumn)
Normalize a column, with a double value.
|
int |
NormalizationStrategy.normalizeColumn(ColumnDefinition colDef,
boolean isInput,
double value,
double[] outpuData,
int outputColumn)
Normalize a column, with a double value.
|
int |
BasicNormalizationStrategy.normalizeColumn(ColumnDefinition colDef,
boolean isInput,
String value,
double[] outputData,
int outputColumn)
Normalize a column, with a string input.
|
int |
NormalizationStrategy.normalizeColumn(ColumnDefinition colDef,
boolean isInput,
String value,
double[] outpuData,
int outputColumn)
Normalize a column, with a string input.
|
int |
BasicNormalizationStrategy.normalizedSize(ColumnDefinition colDef,
boolean isInput)
Calculate how many elements a column will normalize into.
|
int |
NormalizationStrategy.normalizedSize(ColumnDefinition colDef,
boolean isInput)
Calculate how many elements a column will normalize into.
|
Modifier and Type | Method and Description |
---|---|
List<ColumnDefinition> |
EncogModel.getInputFeatures() |
List<ColumnDefinition> |
EncogModel.getPredictedFeatures() |
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